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Simulation Study of Tremor Suppression and Experiment of Energy Harvesting with Piezoelectric MaterialsOu, Jianqiang 08 1900 (has links)
The objective of this research is to develop a wearable device that could harvest waste mechanical energy of the human hand movement and utilize this energy to suppress wrist tremors. Piezoelectric material is used to measure the hand movement signals, and the signal of wrist tremor is filtered to be utilized to suppress the tremor. In order to conduct the experiment of energy harvesting and tremor suppression, an experimental rig was fabricated. Two types of piezoelectric materials, PVDF (polyvinylidene fluoride) films and MFC (macro fiber composite) films, are used to harvest mechanical energy and used as actuators to suppress hand tremors. However, due to some shortages of the materials, these two types of materials are not used as actuators to suppress the wrist tremors. Thus, we use Matlab Simulink to simulate the tremor suppression with AVC (active vibration control) algorithm.
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Differentiation and Evaluation of Disease Progression in Essential Tremor Utilizing MRI BiomarkersEric M Cameron (6630587) 11 June 2019 (has links)
<div>
<p> Essential
tremor (ET) is one of the most common movement disorders, characterized by
kinetic tremor in the upper extremities with additional cranial tremor often
present in the neck or jaw. While it is well established that ET is primarily a
cerebellar disorder, recent investigations have shown more widespread
pathological effects throughout the brain. Furthermore, the neurodegenerative
nature of ET is still disputed and requires additional investigation.
Additionally, the link between ET and Parkinson’s disease (PD) is of special
interest, as it can be challenging to clinically differentiate these diseases.</p>
<p> While
post-mortem studies have helped to further the pathological understanding of
these diseases, non-invasive in-vivo techniques allow for more accurate
diagnosis in the clinic. With a more accurate diagnosis comes a more targeted
treatment, and hopefully an improved remediation of the disease. My thesis
seeks to further investigate the neurodegenerative hypothesis of ET as well as
explore magnetic resonance imaging (MRI) biomarkers for potential differences
in ET and PD. </p>
<p>These aims will be accomplished in
three steps. First, gray matter volume loss in the cerebellum was investigated
using voxel-based morphometry and the Spatially Unbiased Infra-Tentorial
Template (SUIT) atlas on a lobule level. High resolution 3D T1-weighted MRI
images were acquired on 47 ET cases and 36 controls. The cerebellum was
segmented into 34 lobules using the SUIT atlas. Percent gray matter was
calculated as the ratio of lobule gray matter volume divided by total lobule
volume. No significant differences were identified between ET cases and
controls in any of the 34 lobules. However, nine lobules had significantly
decreased percent gray matter in ET cases with head or jaw tremor (n = 27)
compared to controls. Also, 11 lobules had significantly decreased percent gray
matter in ET cases with voice tremor (n = 22) compared to controls. This result
confirms, with increased regional accuracy, gray matter volume loss in the
cerebellum of ET cases.</p>
<p>Second, gray matter volume loss
beyond the cerebellum, in the cerebrum, was investigated using voxel-based
morphometry. High resolution 3D T1-weighted MRI images were acquired on 47 ET
cases and 36 controls for processing in SPM12. The processing steps of SPM12
were updated to include a higher resolution atlas and set of tissue probability
maps to optimize the segmentation and normalization of each subject image.
After segmentation, normalization, and smoothing, a voxel-wise statistical
analysis was performed to identify clusters of gray matter volume in ET cases
compared to controls. ET cases showed decreased gray matter volume in the
bilateral superior temporal region and the anterior and posterior cingulate
cortex. These results, in combination with previous work provide support of
wide-spread neurodegeneration in ET using optimized methodology.</p>
<p>Third, we applied T2* mapping to
determine relative iron concentrations in the substantia nigra (SN) and globus
pallidus (GP) in ET and PD cases. Three separate studies were independently
investigated to validate the reproducibility and detectability of group
differences using T2* mapping. The first study (ET study) acquired T2* maps on
21 ET cases and 12 matched controls, the second study (PD study 1) acquired T2*
maps on 10 PD cases and 7 controls, and the third study (PD study 2) acquired
T2* maps on 21 PD cases and 17 controls. Regions of interest (ROIs) were manually
placed in the SN and GP for each subject and group differences were calculated
independently for each study using a linear regression model with age and sex
as covariates. A significant decrease in T2* was found in PD study 1 and PD
study 2 in the right SN in PD cases compared to their respective controls,
indicating increased iron deposition. No significant difference was found in
the ET group compared to their respective controls in the SN. No significant
differences were found in any of the three studies in the GP. These results
provide evidence for a difference in brain iron regulation in the pathology of
ET and PD.</p>
<p>Together, these thesis aims provide
additional evidence in support of the neurodegenerative hypothesis of ET using
updated methodology and present a quantitative imaging difference between
groups of ET and PD cases. </p>
</div>
<br>
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Peripheral mechanical loading and the mechanism of abnormal intention tremorAdelstein, Bernard D January 1981 (has links)
Thesis (M.S.)--Massachusetts Institute of Technology, Dept. of Mechanical Engineering, 1981. / MICROFICHE COPY AVAILABLE IN ARCHIVES AND ENGINEERING. / Includes bibliographical references. / by Bernard Dov Adelstein. / M.S.
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Suppression of intention tremor by mechanical loadingDunfee, David Edward January 1979 (has links)
Thesis (M.S.)--Massachusetts Institute of Technology, Dept. of Mechanical Engineering, 1979. / MICROFICHE COPY AVAILABLE IN ARCHIVES AND ENGINEERING. / Bibliography: leaves 117-118. / by David Edward Dunfee. / M.S.
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Effect of Gyroscope Parameters on Gyroscopic Tremor Suppression in a Single Degree of FreedomAllen, Brendon Connor 01 April 2018 (has links)
Although tremor is one of the most common movement disorders, there are few effective tremor-suppressing options available to patients. One potential tremor-suppression device involves a wearable gyrostabilizer similar to those used to stabilize cameras. However, we do not currently know how to design a gyrostabilizer to suppress tremor in an optimal manner. To address this gap, we present a systematic investigation of how gyrostabilizer parameters affect tremor suppression in a single degree of freedom (DOF). A simple model of the hand with a single DOF at the wrist and a gyroscope mounted on the back of the hand was used to focus on the most basic effects. After demonstrating that a linearized version of the non-linear equations of motion provides an adequate approximation, we simulated the frequency response of the system (hand + gyroscope) to a tremorogenic input torque at the wrist. By varying system parameters one at a time, we determined the effect of individual parameters on the frequency response of the system. To minimize the bandwidth without adding significant inertia about the wrist joint, the inertia and spin speed of the flywheel should be as high as design constraints allow, whereas the distance from the wrist joint axis to the gyroscope, the precession stiffness, and the precession damping should be kept as low as possible. The results demonstrate the potential of gyroscopic tremor suppression and can serve as the foundation for further investigations of gyroscopic tremor suppression in the upper limb.
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Analysis of deep brain stimulation and ablative lesions in surgical treatment of movement disorders : with emphasis on safety aspectsBlomstedt, Patric January 2007 (has links)
Background The last decade has witnessed a renaissance of functional stereotactic neurosurgery in the treatment of patients with movement disorders, especially advanced Parkinson’s disease (PD), essential tremor (ET) and dystonia. Ablative lesions such as thalamotomy and pallidotomy have been gradually replaced by the technique of chronic deep brain stimulation (DBS) applied to targets in the basal ganglia and thalamus, and assumed to be more lenient to the brain than stereotactic radiofrequency lesions. Since the aim of functional neurosurgery is to alleviate symptoms of these chronic, progressive, non-fatal diseases, and to improve life quality of the patients, it is imperative that the surgical procedures remain safe and do not result in complications mitigating any anticipated positive effect of the surgery on the symptoms of the disease. Aim The aim of this thesis is to evaluate, compare and analyse the safety of various surgical procedures used to treat patients with movement disorders, and to document side effects and complications both peri operatively and in a long term follow-up. Further to compare the effects of pallidotomy and pallidal DBS, and to evaluate the longterm efficacy of Vim-DBS. Method 256 consecutive surgical procedures, 129 DBS and 127 stereotactic lesions, were reviewed with respect to complications in 197 treated patients. In a series of 119 patients operated on with DBS during a 10 year period, the occurrence of hardware related complications (infection, breakage, erosion etc) was documented and analysed. Additionally, the interference of external magnetic field with the stimulation was documented. In one patient operated on with subthalamic nucleus DBS, a highly unusual and unexpected psychiatric side effect was carefully analysed. In 5 patients operated on with both methods (lesion and DBS) on each hemisphere, respectively, the effect and side effects of each method were compared. The long term effect and side effects of thalamic DBS was analysed in a series of patients with ET followed for 7 years. Results There were no deaths and few severe neurological complications in this material. Unilateral ablative lesions in the pallidum were well tolerated by patients with advanced PD, while for tremor, thalamic DBS was much safer than thalamotomy, even if its effect on certain aspects of tremor could show some decrease of efficacy over time. Some of the side effects of lesioning are transient while most but not all side effects of DBS are reversible. Hardware-related complications were not uncommon especially in the early “learning curve” period, and the DBS technique, being a life-long therapy, will necessitate a life long follow up of patients. Provided safety protocols are followed and provided patient’s and carer’s education and awareness, external electromagnetic interference should not constitute a risk for patients with DBS. PD patients undergoing STN DBS should be carefully selected to avoid psychiatric or cognitive side effects, due to this brain target´s proximity to, and involvment in, non-motor associative and limbic circuitry. Conclusions In terms of mortality and morbidity, modern stereotactic neurosurgery for movement disorders, both ablation and DBS, is a safe procedure even in advanced stages of disease. Symptoms of PD, ET and dystonia can be alleviated mainly with DBS and even unilaterally with pallidal lesions, at the expense of, in most cases, minor side-effects.
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Tremor quantification and parameter extractionBejugam, Santosh January 2011 (has links)
Tremor is a neuro degenerative disease causing involuntary musclemovements in human limbs. There are many types of tremor that arecaused due to the damage of nerve cells that surrounds thalamus of thefront brain chamber. It is hard to distinguish or classify the tremors asthere are many reasons behind the formation of specific category, soevery tremor type is named behind its frequency type. Propermedication for the cure by physician is possible only when the disease isidentified.Because of the argument given in the above paragraph, there is a needof a device or a technique to analyze the tremor and for extracting theparameters associated with the signal. These extracted parameters canbe used to classify the tremor for onward identification of the disease.There are various diagnostic and treatment monitoring equipment areavailable for many neuromuscular diseases. This thesis is concernedwith the tremor analysis for the purpose of recognizing certain otherneurological disorders. A recording and analysis system for human’stremor is developed.The analysis was performed based on frequency and amplitudeparameters of the tremor. The Fast Fourier Transform (FFT) and higherorderspectra were used to extract frequency parameters (e.g., peakamplitude, fundamental frequency of tremor, etc). In order to diagnosesubjects’ condition, classification was implemented by statisticalsignificant tests (t‐test).
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Analyzing the Mechanisms of Action of Thalamic Deep Brain Stimulation: Computational and Clinical StudiesBirdno, Merrill Jay January 2009 (has links)
<p>Deep brain stimulation (DBS) is an established treatment for movement disorders that has been implanted in more than 40,000 patients worldwide. Despite the successes of DBS, its mechanisms of action are not well understood. Early descriptions of the mechanisms of DBS focused on whether DBS excited or inhibited neurons in the stimulated nucleus. However, changes in the <italic>patterns</italic> of neuronal activity, and not just changes in the rate of neuronal activity, play a major role in the pathology of movement disorders. Therefore, we hypothesized that the temporal pattern of stimulation might be an important factor in determining the effectiveness of DBS. The purpose of this dissertation was to use temporally <italic>irregular</italic> patterns of stimulation (non-regular interpulse intervals) to probe the mechanisms of thalamic DBS in suppressing tremor. The clinical tremor measurements reported in this dissertation represent the first tremor data published during stimulation with temporally <italic>irregular</italic> stimulus trains in human subjects. First, we tested the effects of paired-pulse DBS on tremor suppression in human subjects with essential tremor and on the responses of a computational model of thalamic neurons. DBS was more effective at reducing tremor when pulses were evenly spaced than when there were large differences between intrapair and interpair pulse intervals, suggesting that tremor suppression is dependent on the <italic>pattern</italic> of DBS and not just the average rate of stimulation. Increasing the difference between the intrapair and interpair intervals in the computational model rendered model neurons more likely to fire synchronous bursts. Second, we quantified the effects of the degree of regularity of temporally random stimulus trains in human subjects with tremor. We pioneered an innovative preparation to conduct these experiments--during surgery to replace the implantable pulse generator--which allowed us to establish a direct connection to implanted DBS leads under stable conditions. Stimulus trains were less effective at relieving tremor as the temporal spacing between stimulus pulses in DBS trains became more irregular. However, the reasons for the decreased efficacy of the temporally irregular stimulus trains was not clear. Third, we evaluated the contributions of `<italic>pauses</italic>,' `<italic>bursts</italic>,' and `<italic>irregularity, per se</italic>' to the inability of irregular stimulus trains to suppress tremor. Stimulus trains with <italic>pauses</italic> were significantly less effective at suppressing tremor than stimulus trains without <italic>pauses</italic>, while there were no significant changes in tremor suppression between trains with <italic>bursts</italic> and those without <italic>bursts</italic>, or between trains that were <italic>irregular</italic> and those that were <italic>periodic</italic>. We also developed a computer-based biophysical model of a thalamic network to simulate the response of thalamic neurons to the same temporal patterns of DBS. Trains that effectively suppressed tremor in human subjects also suppressed fluctuations in transmembrane potential at the frequency associated with burst-driven cerebellar inputs to the thalamus. Both clinical and computational findings indicate that DBS suppresses tremor by masking cerebellar burst-driven input to the thalamus.</p><p>The work in this dissertation bridges an important gap between the hypothesis that high-frequency DBS masks pathological activity in the cerebello-thalamo-cortical circuit and the experimentally observed finding that DBS in the subthalamic area suppresses tremor more effectively than DBS in the Vim thalamus proper. We provided experimental and computational evidence that the mechanism of DBS is to mask the burst-driven cerebellar inputs to the thalamus. Hence, the most relevant neuronal targets for effective tremor suppression are the afferent cerebellar fibers that terminate in the thalamus.</p> / Dissertation
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Decoding Ogg Vorbis Audio with The C6416 DSP, using a custom made MDCT core on FPGAKärnhall, Henric January 2007 (has links)
<p>Ogg Vorbis is a fairly new and growing audio format, often used for online distribution of music and internet radio stations for streaming audio. It is considered to be better than MP3 in both quality and compression and in the same league as for example AAC. In contrast with many other formats, like MP3 and AAC, Ogg Vorbis is patent and royalty free.</p><p>The purpose of this thesis project was to investigate how the C6416 DSP processor and a Stratix II FPGA could be connected to each other and work together as co-processors and using an Ogg Vorbis decoder as implementation example.</p><p>A fixed-point decoder called Tremor (developed by Xiph.Org the creator of the Vorbis I specification), has been ported to the DSP processor and an Ogg Vorbis player has been developed. Tremor was profiled before performing the software / hardware partitioning to decide what parts of the source code of Tremor that should be implemented in the FPGA to off-load and accelerate the DSP.</p><p> </p>
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Decoding Ogg Vorbis Audio with The C6416 DSP, using a custom made MDCT core on FPGAKärnhall, Henric January 2007 (has links)
Ogg Vorbis is a fairly new and growing audio format, often used for online distribution of music and internet radio stations for streaming audio. It is considered to be better than MP3 in both quality and compression and in the same league as for example AAC. In contrast with many other formats, like MP3 and AAC, Ogg Vorbis is patent and royalty free. The purpose of this thesis project was to investigate how the C6416 DSP processor and a Stratix II FPGA could be connected to each other and work together as co-processors and using an Ogg Vorbis decoder as implementation example. A fixed-point decoder called Tremor (developed by Xiph.Org the creator of the Vorbis I specification), has been ported to the DSP processor and an Ogg Vorbis player has been developed. Tremor was profiled before performing the software / hardware partitioning to decide what parts of the source code of Tremor that should be implemented in the FPGA to off-load and accelerate the DSP.
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