Changing stroke rehab and research worldwide now.Time is Brain! trillions and trillions of neurons that DIE each day because there are NO effective hyperacute therapies besides tPA(only 12% effective). I have 523 posts on hyperacute therapy, enough for researchers to spend decades proving them out. These are my personal ideas and blog on stroke rehabilitation and stroke research. Do not attempt any of these without checking with your medical provider. Unless you join me in agitating, when you need these therapies they won't be there.

What this blog is for:

My blog is not to help survivors recover, it is to have the 10 million yearly stroke survivors light fires underneath their doctors, stroke hospitals and stroke researchers to get stroke solved. 100% recovery. The stroke medical world is completely failing at that goal, they don't even have it as a goal. Shortly after getting out of the hospital and getting NO information on the process or protocols of stroke rehabilitation and recovery I started searching on the internet and found that no other survivor received useful information. This is an attempt to cover all stroke rehabilitation information that should be readily available to survivors so they can talk with informed knowledge to their medical staff. It lays out what needs to be done to get stroke survivors closer to 100% recovery. It's quite disgusting that this information is not available from every stroke association and doctors group.

Showing posts with label split-belt treadmill. Show all posts
Showing posts with label split-belt treadmill. Show all posts

Monday, February 9, 2026

Comparison of multi-planar and sagittal-plane stepping machines for walking and balance restoration in chronic stroke: a randomized control trial (RCT)

 But is a split-belt treadmill or backwards walking better? 

DOESN'T YOUR INCOMPETENT? DOCTOR KNOW THAT SIMPLE ANSWER?

  • split-belt treadmill (15 posts to June2012)
  • backward walking (17 posts to February 2013)
  • Comparison of multi-planar and sagittal-plane stepping machines for walking and balance restoration in chronic stroke: a randomized control trial (RCT)


    We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

    Abstract

    Balance deficits are a common consequence of stroke, increasing the risk of falls. The Pinnacle Trainer (PT), which features a multi-planar exercise trajectory, has been shown to significantly activate hip abductors—key muscles for lateral stability. The elliptical trainer (ET), which simulates gait-like movement, is another commonly used rehabilitation tool. Both may offer viable options for gait training in individuals with chronic stroke. This study investigated the intervention effects of PT and ET on walking and balance abilities in individuals with chronic stroke. Thirty-six individuals with chronic stroke were randomly assigned to one of three groups: Pinnacle Trainer group (n = 12), ET group (n = 12), and control group (n = 12). Each group participated in an 8-week intervention program. The 6-minute walk test, 10-meter walk test, and the center of pressure (COP) displacements during obstacle crossing were measured as outcome measurements. The assessors (one therapist and one biomechanist) were blinded to the participants’ group assignments. All groups demonstrated significant improvements on the walking ability. Compared to the ET and control groups, the PT group showed significant improvements in mediolateral COP displacement, indicating enhanced balance and gait performance. These results support the integration of PT exercises into stroke rehabilitation programs targeting functional balance and mobility.

    Thursday, July 25, 2024

    Effect of Gait Training With Non-paretic Knee Immobilization on Lower Limb and Trunk Acceleration in a Post-stroke Hemiparetic Patient: A Case Report

     Ask your competent? doctor if this is better for gait recovery than split-belt treadmill or unstable shoes. Your competent? doctor doesn't know the answer; YOU DON'T HAVE A FUNCTIONING STROKE DOCTOR, do you!

    Effect of Gait Training With Non-paretic Knee Immobilization on Lower Limb and Trunk Acceleration in a Post-stroke Hemiparetic Patient: A Case Report

    Ryosuke TodakaTetsu KajiyamaNaoya KariuMasaya Anan

    Published: July 09, 2024

    DOI: 10.7759/cureus.64193

    Peer-Reviewed

    Cite this article as: Todaka R, Kajiyama T, Kariu N, et al. (July 09, 2024) Effect of Gait Training With Non-paretic Knee Immobilization on Lower Limb and Trunk Acceleration in a Post-stroke Hemiparetic Patient: A Case Report. Cureus 16(7): e64193. doi:10.7759/cureus.64193

    Abstract

    This case report describes a woman in her fifties who experienced a left-sided atherothrombotic cerebral infarction with lesions in the left corona radiata. The patient exhibited motor paralysis of the right upper and lower limbs. After a 10-day acute hospital stay, she was admitted to a rehabilitation facility for an intensive program of physical, occupational, and speech therapy. By day 17 of the onset, she had achieved independence by walking with a cane.

    This case was documented to study the effects of gait training with non-paretic knee immobilization on muscle activity and trunk kinematics in post-stroke hemiplegia. Traditional physical therapy was used initially, followed by an intervention phase in which gait training was performed with the non-paretic knee immobilized. This approach was hypothesized to induce beneficial kinematic and muscle activity changes in the paretic limb. The results showed increased muscle activity in the paretic lateral gastrocnemius without compromising trunk stability, suggesting that this method may improve rehabilitation outcomes in similar cases.

    Introduction

    After stroke, many patients present with motor paralysis, which is characterized by decreased muscle strength in the paretic lower limb [1], gait asymmetry, and decreased gait speed [2]. Motor function, such as muscle strength and the severity of motor paralysis in the paretic lower limb, is thought to be associated with performance measures such as walking speed [3]. Therefore, efforts to improve the functionality of the paretic lower limb are clinically imperative.

    In the quest to improve the functionality of the paretic limb, the importance of use-dependent plasticity is emphasized [4]. In the field of upper limb rehabilitation, the effectiveness of constraint-induced movement therapy has been widely documented [5]. Similar to the upper limb, the efficacy of constraint-induced movement therapy as a proactive strategy for using the paretic limb has been reported in the lower limb [6]. Specific methods include exercises such as gait training, sit-to-stand, and stepping under the constraint of the non-paretic lower limb [7-9]. These methods have been reported to increase the anterior-posterior ground reaction force during forward propulsion of the paretic limb and to increase the single-support time of the paretic lower limb during gait [8]. The change in parameters of the paretic lower limb in the stance phase is attributed to the fact that the knee joint of the non-paretic lower limb is immobilized and the knee joint of the non-paretic lower limb does not bend during the swing phase of the non-paretic lower limb. Lateral flexion of the trunk or extension of the knee joint of the paretic lower limb is required to compensate for the lack of flexion of the knee joint of the non-paretic lower limb during the swing phase [9]. The lateral flexion of the trunk to the paretic side and the increased knee extension angle on the paretic side result in a greater load on the paretic lower limb during the stance phase, which could serve as training to strengthen the paretic lower limb. Increased loading during the stance phase on the paretic side may increase the activity of the ankle plantarflexors, which are antigravity muscles.

    However, few studies have demonstrated changes in muscle activity with non-paretic knee immobilization. Gait speed in post-stroke patients is related to the severity of motor paralysis in the paretic lower limb, muscle strength [10], muscle strength in the non-paretic lower limb [11], and trunk stability [10]. In particular, because lower limb strength training combined with gait training after stroke is effective in improving gait speed [12], it is clinically relevant for monitoring changes in muscle activity. In addition, trunk kinematics and concurrent contractions during gait compensate for stability, which merits investigation because of their potential impact on gait stability and joint stiffness [10]. Because gait training with non-paretic knee immobilization often results in compensatory movements such as lateral trunk flexion [9], this lateral trunk flexion may cause excessive trunk instability during gait and lead to co-contraction of the ankle plantar and dorsiflexors to compensate for trunk stability [10]. We hypothesized that gait training with immobilization of the non-paretic knee joint would induce kinematic changes in the stance phase of the paretic lower limb as well as changes in muscle activity and trunk kinematics in the background. This case report examined the effects of gait training with non-paretic knee immobilization on trunk and lower limb kinematic parameters in a post-stroke hemiplegic patient.

    More at link.

    Tuesday, March 12, 2024

    Exoskeleton Could Help Stroke Victims Walk Again

     Video at link.

    Has your doctor evaluated these earlier ones? NO? I guess you don't have a functioning stroke doctor! I expect my doctor to be competent and up-to-date on all stroke rehab!

    Exoskeleton Could Help Stroke Victims Walk Again


    Researchers from the University of Massachusetts Amherst (UMass) announced a study that explored how a portable robotic hip exoskeleton could help with stroke rehabilitation. 

    Stroke victims often struggle with walking as the distances between their steps can be uneven. However, according to the research team, the exoskeleton could train people to alter this walking asymmetry. 

    The proof-of-concept study was inspired by split-belt treadmills. These machines feature a pair of belts that move at different speeds and have helped stroke patients correct uneven walking. Wouter Hoogkamer, an assistant professor at UMass and an author of the study, explained that a human’s nervous system eventually adapts to the treadmill’s different speeds, which leads to a more symmetrical walk when the belts move at the same rate.

    However, the benefits of this method are limited to the treadmill and do not fully extend to walking overground. With this in mind, the researchers designed their exoskeleton to apply resistive and assistive forces to hip joints, mimicking training on a split-belt treadmill.

    The researchers proved that their exoskeleton can modify walking asymmetry and now plan to test the device overground. The team also plans to measure neural changes related to exoskeleton use and test the new method on stroke victims. 

    The development follows an announcement last September that the National Institutes of Health awarded a four-year, $1.14 million grant to a team of UMass researchers to create a way to track body movements. The research will target rehabilitation for stroke victims, with the possibility of additional applications that cover a range of disciplines. 

    Wednesday, March 6, 2024

    Robotic hip exoskeleton could be a promising avenue for stroke rehabilitation

     Has your doctor evaluated these earlier ones? NO? I guess you don't have a functioning stroke doctor! I expect my doctor to be competent and up-to-date on all stroke rehab!

    Robotic hip exoskeleton could be a promising avenue for stroke rehabilitation

    -Reviewed

    More than 80% of stroke survivors experience walking difficulty, significantly impacting their daily lives, independence, and overall quality of life. Now, new research from the University of Massachusetts Amherst pushes forward the bounds of stroke recovery with a unique robotic hip exoskeleton, designed as a training tool to improve walking function. This invites the possibility of new therapies that are more accessible and easier to translate from practice to daily life compared to current rehabilitation methods. 

    Following stroke, people often experience walking asymmetry, where one step is shorter than the other. The study, published in IEEE Transactions on Neural Systems and Rehabilitation Engineering, reveals that the robotic hip exoskeleton has the potential to effectively train individuals to modify their walking asymmetry, presenting a promising avenue for stroke rehabilitation. 

    The approach employed by the robotic exoskeleton is inspired by split-belt treadmills, which are specialized machines with two side-by-side belts moving at different speeds. Prior research has shown that repeated training on a split-belt treadmill can reduce walking asymmetry in stroke patients. 

    Wouter Hoogkamer, assistant professor of kinesiology and author on the paper, has spent the last decade studying split-belt treadmills. "Split-belt treadmill training is designed to exaggerate a stroke patient's walking asymmetry by running the belts under each foot at different speeds. Over time, the nervous system adapts, such that when the belts are set to the same speed, they walk more symmetrically." 

    Unfortunately, there are limits to the benefits gained from treadmill-based training methods.

    What is learned on a treadmill does not completely transfer to overground contexts. This is because walking on a treadmill is not exactly the same as walking overground."

    Banu Abdikadirova, mechanical and industrial engineering doctoral candidate and lead study author 

    "The ultimate goal of gait rehabilitation is not to improve walking on a treadmill – it is to improve locomotor function overground," says Meghan Huber, assistant professor of mechanical and industrial engineering and senior author on the paper. "With this in mind, our focus is to develop methods of gait rehabilitation that translate to functional improvements in real-world contexts." 

    With this motivation, the UMass team sought a novel way to exaggerate walking asymmetry without a treadmill. 

    This proof-of-concept study showed that applying resistive forces about one hip joint and assistive forces about the other with their exoskeleton mimicked the effects of split-belt treadmill training in neurologically intact individuals. 

    Now that the research team has proven that the exoskeleton can alter gait asymmetry, they are eager to move their research into overground contexts that are more akin to the real world. 

    "Because our exoskeleton is portable, it can be used during overground walking," says Mark Price, a postdoctoral researcher in mechanical and industrial engineering and kinesiology and author on the paper. "We can build upon the successes of split-belt treadmill training with this device to enhance the accessibility of gait training and enhance the transfer of training benefits into everyday walking contexts." 

    The researchers also plan to expand their work by measuring the neural changes caused by walking with the exoskeleton and testing this new method on stroke survivors. 

    "A portable exoskeleton offers numerous clinical benefits," says Abdikadirova. "Such a device can be seamlessly integrated into the daily lives of chronic stroke survivors, offering an accessible way to increase training time, which is critical for improving walking. It can also be used during early intervention in hospitals for improved functional outcomes." 

    The robotic hip exoskeleton is just one of the innovative devices designed to study and enhance gait function developed by the collaborative team of undergraduate students, graduate students, and postdoctoral researchers from the Human Robot Systems Lab, led by Huber, and the Integrative Locomotion Lab, led by Hoogkamer. 

    "It is inspiring to witness the innovations that emerge when individuals from diverse backgrounds unite under a shared mission," says Huber. "Only through this type of cross-disciplinary research can we engineer technologies that can have a meaningful impact on people's lives."

    Source:
    Journal reference:

    Abdikadirova, A., et al. (2024) Gait Adaptation to Asymmetric Hip Stiffness Applied by a Robotic Exoskeleton. IEEE Transactions on Neural Systems and Rehabilitation Engineering. doi.org/10.1109/TNSRE.2024.3354517.

    Thursday, July 13, 2023

    Can a passive unilateral hip exosuit diminish walking asymmetry? A randomized trial

    Cure my spasticity and I'll easily fix my walking asymmetry.

    Can a passive unilateral hip exosuit diminish walking asymmetry? A randomized trial

    Abstract

    Background

    Asymmetric walking gait impairs activities of daily living in neurological patient populations, increases their fall risk, and leads to comorbidities. Accessible, long-term rehabilitation methods are needed to help neurological patients restore symmetrical walking patterns. This study aimed to determine if a passive unilateral hip exosuit can modify an induced asymmetric walking gait pattern. We hypothesized that a passive hip exosuit would diminish initial- and post-split-belt treadmill walking after-effects in healthy young adults.

    Methods

    We divided 15 healthy young adults evenly between three experimental groups that each completed a baseline trial, an adaptation period with different interventions for each group, and a post-adaptation trial. To isolate the contribution of the exosuit we compared a group adapting to the exosuit and split-belt treadmill (Exo-Sb) to groups adapting to exosuit-only (Exo-only) and split-belt only (Sb-only) conditions. The independent variables step length, stance time, and swing time symmetry were analyzed across five timepoints (baseline, early- and late adaptation, and early- and late post-adaptation) using a 3 × 5 mixed ANOVA.

    Results

    We found significant interaction and time effects on step length, stance time and swing time symmetry. Sb-only produced increased step length asymmetry at early adaptation compared to baseline (p < 0.0001) and an after-effect with increased asymmetry at early post-adaptation compared to baseline (p < 0.0001). Exo-only increased step length asymmetry (in the opposite direction as Sb-only) at early adaptation compared to baseline (p = 0.0392) but did not influence the participants sufficiently to result in a post-effect. Exo-Sb produced similar changes in step length asymmetry in the same direction as Sb-only (p = 0.0014). However, in contrast to Sb-only there was no significant after-effect between early post-adaptation and baseline (p = 0.0885).

    Conclusion

    The passive exosuit successfully diminished asymmetrical step length after-effects induced by the split-belt treadmill in Exo-Sb. These results support the passive exosuit’s ability to alter walking gait patterns.

    Background

    Over 8 million people in the United States live with lingering symptoms following stroke [1]. This disorder alters the functioning of the central nervous system (CNS), leading to impaired motor control (i.e., hemiparesis or partial paralysis) and the possibility of asymmetric walking patterns [2,3,4,5,6]. The ability to walk enables individuals to perform different home- or community-based activities and maintain healthy, active lifestyles. CNS motor and sensory pathways produce the framework for lower extremity muscles and joints to work in unison to move the body forward [7, 8]. Disruptions to neurological function can alter the symmetrical movement of the lower extremity joints and can sometimes lead to more inefficient asymmetric patterns. Interlimb asymmetry can take on temporal (e.g., stance or swing time) and/or spatial (e.g., step length) forms [2, 9, 10]. Consequently, reductions in preferred walking velocity and lower extremity range of motion may result from altered step length and modified stance duration (the degree of each varies on an individual level) [2,3,4, 9]. Altered mechanics limit mobility and increase effort, energy costs, and the risk of falls during ambulation in affected populations [5, 11,12,13,14]. This hemiparetic interference with daily activities may deteriorate overall health, which can lead to an increased risk for future medical issues in patient populations.

    The utilization of novel perturbations to alter walking gait symmetry has produced short-term ambulation improvements. By utilizing these perturbations, the CNS can be trained to adapt to complex, unexplored environments through the integration of sensory feedback during ongoing movement [15,16,17]. To influence the asymmetric walking gait of patients following stroke, previous work explored perturbing ambulation through weighting the less-paretic limb, which is also known as constraint-induced movement therapy (CIMT) [18, 19]. After completing a 20-minute treadmill walking session with a weight attached to the less-paretic limb, participants increased their gait speed and step length from baseline to the follow-up [18]. This finding suggests a short-term walking gait improvement as a result of less paretic limb weighting. Long-term investigations of multiple CIMT training sessions found that participants developed improvements in stride length after completing treadmill walking with additional weight on their less-paretic limb [19]. Despite the improvements obtained using less-paretic limb weighting training, researchers found no significant differences compared to controls that completed treadmill walking training alone. The results suggest that treadmill training alone sufficiently improved walking ability. Additionally, adding weight at the ankle increases metabolic demands and destabilizes walking gait, which creates adverse issues for populations experiencing increased metabolic demands from abnormal gait [13, 20,21,22].

    During walking each limb adapts independently to the environment, allowing for leg-specific responses to perturbations [23]. This concept is especially relevant during the use of a split-belt treadmill, a treadmill with separate belts for the left and right leg that can move at different velocities. Split-belt training has been used to perturb the walking environment of stroke patients to assess their ability to adapt to new locomotion patterns [24]. For example, participants following stroke altered their step length and stance times to accommodate different belt velocities on a split-belt treadmill [24]. The participants with asymmetries at baseline developed symmetrical step-length after-effects (adaptations to the perturbation) once the belts returned to a tied condition. This suggests that a damaged CNS does not restrict, short-term symmetrical walking adaptations [24]. Long-term investigations of the effects of split-belt walking in stroke populations found improved step length asymmetry compared to baseline initially after completing the protocol. However, the participants did not maintain improvements one and three months after the intervention [25]. Temporal walking symmetry improvements (i.e., stance or double support time) remained unchanged across all collection time points [25]. Although these studies provided the framework for short-term gait adaptations, split-belt training for long-term retention and rehabilitation is not particularly convenient (e.g., at home training interventions). The need to develop accessible rehabilitation techniques for patient populations is sizable and critical. One avenue that may improve access to long-term walking gait therapies involves the application of external wearable devices, such as exoskeletons (or exosuits).

    Previously, researchers have used exoskeletons to manipulate spatiotemporal, kinematic, and kinetic movement characteristics. Robotic (active) exoskeletons use software and powered actuation systems to apply forces at specific times during a movement pattern, such as walking gait [26,27,28,29]. Newer designs significantly reduced the size of the devices and power actuation sources and improved the comfort of active exoskeletons [30, 31]. Passive exoskeletons consist of elastic elements, such as springs or mechanically triggered clutches that deform and return stored elastic energy at a different point during the movement [32, 33]. Unlike active exoskeletons, passive devices require no external power to apply resistance or assistance [34]. The simplicity of a passive elastic exoskeleton allows the individual operator to put them on in a few minutes, dramatically reduces the cost of materials, and permits device application outside of research or clinical rehabilitation settings [35,36,37]. Many exoskeleton designs focus on assisting the ankle. In the case of impaired patient populations, a hip device may provide further benefit because adding weight at the hip is less destabilizing and metabolically less expensive during locomotion compared to adding weight at the ankle [21, 22]. Furthermore, the hip joint plays a critical role in efficient limb advancement throughout walking by providing approximately 40–50% of the positive power required for forward progression during healthy gait [38,39,40]. From a musculotendon perspective, the hip extensors and flexors function as springs that store elastic energy during one phase of walking and impart the stored energy in another phase. Specifically, hip extensors (e.g., hamstrings, gluteus maximus) assist with the deceleration of the thigh during the swing phase of walking and accelerating at the beginning of stance; these muscles help stabilize the body to lower extremity forces [38, 41, 42]. The hip flexors (e.g., rectus femoris, iliopsoas, sartorius) actively progress the thigh forward during the swing phase and passively aid leg deceleration during the second half of stance [41, 43]. Due to the importance of the hip for walking, using a passive exoskeleton or exosuit to perturb the hip motion by adding a force that is not naturally produced by the body offers a promising avenue to induce adaptative changes.

    Typically, wearable devices, such as exoskeletons, are used to provide assistance. However, they may also yield resistance to promote adaptations similar to those observed with split-belt perturbations. Recent studies have explored the use of exoskeletons [29, 44] and customized perturbation footwear [45] to achieve such adaptation effects. Two notable studies examined the effects of a powered unilateral ankle exosuit and a powered unilateral hip exoskeleton on healthy participants, with the goal of uncovering benefits that could ultimately be useful for post-stroke therapy [29, 44]. Both studies observed temporary increases in range of motion (plantarflexion in the ankle exosuit study and hip motion in the hip exoskeleton study), but neither reported significant step-length adaptation effects. The hip exoskeleton study highlighted common challenges in fitting rigid exoskeletons to the complex hip joint motion, supporting the idea of conducting similar research using a passive, soft hip exosuit.

    The specific objective of our study was to determine if a passive unilateral hip exosuit can diminish asymmetric walking gait patterns in healthy participants. In order to induce walking asymmetry in healthy participants, we used a split-belt treadmill. Previous studies found that the split-belt paradigm leads to asymmetrical walking patterns in healthy young adults when initially introduced and asymmetrical after-effects upon return to a tied configuration [46,47,48,49]. We hypothesized that wearing the exosuit would reduce split-belt treadmill induced asymmetrical step length, stance time, and swing time after-effects in healthy individuals. This study’s findings could establish the proof-of-concept required for future research in neurologically afflicted patient populations and the foundation for an accessible community-based, long-term rehabilitation strategy to assist patients in their recovery.

    More at link.

    Friday, July 1, 2022

    Real-time feedback control of split-belt ratio to induce targeted step length asymmetry

     How long have your therapists been using a split-belt treadmill for your walking recovery?

    Real-time feedback control of split-belt ratio to induce targeted step length asymmetry

    Abstract

    Introduction

    Split-belt treadmill training has been used to assist with gait rehabilitation following stroke. This method modifies a patient’s step length asymmetry by adjusting left and right tread speeds individually during training. However, current split-belt training approaches pay little attention to the individuality of patients by applying set tread speed ratios (e.g., 2:1 or 3:1). This generalization results in unpredictable step length adjustments between the legs. To customize the training, this study explores the capabilities of a live feedback system that modulates split-belt tread speeds based on real-time step length asymmetry.

    Materials and methods

    Fourteen healthy individuals participated in two 1.5-h gait training sessions scheduled 1 week apart. They were asked to walk on the Computer Assisted Rehabilitation Environment (CAREN) split-belt treadmill system with a boot on one foot to impose asymmetrical gait patterns. Each training session consisted of a 3-min baseline, 10-min baseline with boot, 10-min feedback with boot (6% asymmetry exaggeration in the first session and personalized in the second), 5-min post feedback with boot, and 3-min post feedback without boot. A proportional-integral (PI) controller was used to maintain a specified step-length asymmetry by changing the tread speed ratios during the 10-min feedback period. After the first session, a linear model between baseline asymmetry exaggeration and post-intervention asymmetry improvement was utilized to develop a relationship between target exaggeration and target post-intervention asymmetry. In the second session, this model predicted a necessary target asymmetry exaggeration to replace the original 6%. This prediction was intended to result in a highly symmetric post-intervention step length.

    Results and discussion

    Eleven out of 14 participants (78.6%) developed a successful relationship between asymmetry exaggeration and decreased asymmetry in the post-intervention period of the first session. Seven out of the 11 participants (63.6%) in this successful correlation group had second session post-intervention asymmetries of < 3.5%.

    Conclusions

    The use of a PI controller to modulate split-belt tread speeds demonstrated itself to be a viable method for individualizing split-belt treadmill training.

    Introduction

    Conventional split-belt treadmill training techniques often do not consider the individuality of participants due to the use of predefined tread speed ratios, where the speed of the left belt and the speed of the right belt are constant and not equal [7, 14, 16, 22]. These ratios are applied for a period of time (split-belt training) and then the belts are returned to the same speed (tied-belt). The gait behavior retains short-term after-effects when the treadmill is returned to tied-belt. Since split belt ratios affect different participants differently, set ratios do not allow for targeted after-effects. As participants’ responsiveness to training has considerable variation, the need for individualized training strategies has become pertinent.

    This study investigates the use of a real-time feedback controller focused on maintaining a desired step length asymmetry. The primary purpose of this study is to evaluate the ability of the controller to achieve target asymmetries in gait by focusing on step length and adjusting split-belt speed ratios using real-time feedback control. Additionally, we developed a model for each participant to predict second session outcomes based on first session performance. Therefore, the second purpose of the study is to determine the validity of a model that predicts intervention outcomes and individualizes training to achieve post-intervention step length asymmetry values < 3.5%.

    Split-belt treadmill training

    Split-belt treadmill training is an approach taken to modify gait patterns, particularly step length asymmetries [1, 2, 5,6,7, 14, 16,17,18, 22]. The belts are set such that one is “fast” and the other is “slow.” The typical initial response to this perturbation is that the step length on the slow belt will be longer while the step length on the fast belt will be shorter [17, 20]. Upon a sudden return to a tied-belt state, the participant expresses more symmetric step lengths, opposite in direction of those induced by the split-belt intervention (i.e., after-effect) [17, 20, 22]. The after-effects imposed by various split-belt ratios between 1:1 and 1:3 have been investigated [2, 26]. These experiments demonstrated a correlation between the belt speed ratio used during the adaptation period and the severity of the step length asymmetry observed in the early adaptation period (split-belt training) and the post-adaptation period (tied-belt after-effect). In the case of post-stroke participants, the transfer of after-effects from split-belt treadmill training to ground have also been studied. The after-effect imposed by a 2:1 split-belt ratio in post-stroke participants was partially transferred from the treadmill to overground after a short-term training [19]. The limited transfer of the after-effect to overground was still observed even after a long-term (4 weeks) split-belt treadmill training [17].

    The split-belt treadmill approach has also been modified to determine whether sudden or gradual deviation from tied-belt to split-belt has any effect on participant performance. Hinkel-Lipsker and Hahn [5] conducted an experiment where one group was brought from tied-belt (0.7 m/s) to 2:1 split-belt (1.4 m/s to 0.7 m/s) by an acceleration profile of 0.02 m/s2 every 20 strides and a second group by an acceleration profile of 10 m/s2. This experiment revealed a novel kinetic pattern at the hip joint of those trained with the gradual split belts. Specifically, the 10 m/s2 acceleration scenario resulted in decreased work at the slow hip joint. Conversely, the slower acceleration scenario resulted in little to no difference in work done between the fast and slow hip joint. This study indicates that adaptation occurs regardless of whether the treadmill belt ratio changes gradually or suddenly. The overall effects of these training approaches need to be further explored to determine their efficacy when compared to standard sudden split-belt training.

    Split-belt treadmill studies have consistently aimed at revealing the relationship between gait parameters and the tread ratios used for training. They often incorporate the analysis of step length and several other spatiotemporal parameters as well as dynamic parameters, such as joint work [23]. This feedback study does not aim at understanding the effect of a new and targeted intervention on all spatiotemporal and dynamic gait parameters. Rather, it aims at determining whether a single spatial parameter (step length) can be controlled in a highly targeted manner. Confirmation of this approach will allow future investigators to determine the clinical capacity of this new intervention through analysis of its effects on more gait parameters.

    More at link.