Zhenglong Sun, S. Foong, L. Marechal, T. Teo, U-Xuan Tan, A. Shabbir
{"title":"Using heterogeneous sensory measurements in a compliant magnetic localization system for medical intervention","authors":"Zhenglong Sun, S. Foong, L. Marechal, T. Teo, U-Xuan Tan, A. Shabbir","doi":"10.1109/AIM.2015.7222521","DOIUrl":"https://doi.org/10.1109/AIM.2015.7222521","url":null,"abstract":"In many medical intervention procedures, passive magnetic tracking technology has found favor in continuous localization of medical instruments and tools inside the human body. By utilizing a small permanent magnet as a passive source, it requires no dedicated power supply or wire connection into the body. Past researches usually adopt rigid structures to restrict the movement of sensors, as the precise positional information of the homogeneous magnetic sensors play an important role in the accuracy of traditional inverse optimization algorithms. In this paper, we investigate methods to enable the sensing system to be used for the nasogastric (NG) tube localization in a compliant setting, such that the device can conform around the patient for improved ergonomics and comfort. Such a system, which now contains additional sensors required to sense the active compliance, will contain a non-homogeneous sensor assembly producing heterogeneous sensory information. Two methods are proposed and evaluated: one is a modified inverse optimization method using a deformation model in series with the magnetic field model; the other is a direct forward Artificial Neural Network (ANN) method. The efficacy of both methods were evaluated and compared by numerical simulation and experiments. Advantages and disadvantages of both methods were discussed at the end.","PeriodicalId":199432,"journal":{"name":"2015 IEEE International Conference on Advanced Intelligent Mechatronics (AIM)","volume":"118 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117345051","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Tomotaka Ito, Satoru Umise, Hiromu Hoshi, Mizue Suzuki, Shigeki Tani
{"title":"Gait measurement and evaluation system for diagnosis of elderly people's gait condition to prevent fall","authors":"Tomotaka Ito, Satoru Umise, Hiromu Hoshi, Mizue Suzuki, Shigeki Tani","doi":"10.1109/AIM.2015.7222617","DOIUrl":"https://doi.org/10.1109/AIM.2015.7222617","url":null,"abstract":"Recently, the population ratio of elderly people is increasing rapidly and so, to improve the QOL of elderly people is a today's important social issue. Most urgent problem is how to prevent the gradual decrease of the walking ability and how to prevent `fall down'. In clinical gait analysis, a quantitative and effective evaluation of a human lower limb movement is very important in order to provide an appropriate exercise and rehabilitation program which matches the individual walking condition. Therefore, we have proposed a “Gait measurement and evaluation system” which can be applied for clinical gait analysis. In this paper, we conducted gait measurement and diagnosis experiments for elderly people who attended the preventive care class in aged welfare facilities in order to confirm the effectiveness of the proposed system and to investigate the factor of elderly people's fall. In the experiments, we investigated the year-by-year improvement/deterioration of elderly people's gait condition and also analyzed the striding movement over a virtual obstacle to reveal the differences of the individual walking performance. The experimental results illustrate the validity of the propose approach.","PeriodicalId":199432,"journal":{"name":"2015 IEEE International Conference on Advanced Intelligent Mechatronics (AIM)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122033441","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"QR-code based Localization for Indoor Mobile Robot with validation using a 3D optical tracking instrument","authors":"S. Lee, G. Tewolde, Jongil Lim, Jaerock Kwon","doi":"10.1109/AIM.2015.7222664","DOIUrl":"https://doi.org/10.1109/AIM.2015.7222664","url":null,"abstract":"This paper addresses effective artificial landmark based indoor localization technique for mobile robotics applications. In the proposed approach, QR-codes are strategically placed in the operating environment, attached to the ceiling; they are used as artificial landmarks for providing reference points to aid the robot localization. The vision processing, robot localization and navigation tasks are all carried out on an Android Smartphone mounted on the mobile robotic platform; by taking advantage of the computational power, the built-in sensing, and the communication capabilities of the Smartphone. The Smartphone detects and recognizes the QR-codes to calculate the approximate global location of the robot. The pixel coordinate information in the image of QR-code is also used to enhance the position estimate in the real-world environment. Furthermore, the QR-code orientation in the image view is used to calculate the mobile robot's heading direction. An NDI 3D optical tracking instrument is used for validation of the effectiveness and feasibility of the proposed method. This paper demonstrates successful implementation of the QR-code based localization strategy and the experimental evaluation of its performance in actual environment.","PeriodicalId":199432,"journal":{"name":"2015 IEEE International Conference on Advanced Intelligent Mechatronics (AIM)","volume":"114 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122041920","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An application of user-friendly control for a Respiratory Rehabilitation and Assistance Robot","authors":"Sang-Yoep Lee, Useok Jeong, Kyu-Jin Cho","doi":"10.1109/AIM.2015.7222573","DOIUrl":"https://doi.org/10.1109/AIM.2015.7222573","url":null,"abstract":"To treat patients suffering from dysfunction of the abdominal muscles, positive pressure devices that can inject air directly into a patient's mouth have been developed. But injection of air requires blocking of a patient's mouth with an air mask or air hose, which causes the patient additional inconvenience in talking and in breathing with their own mouth. The Respiratory Rehabilitation and Assistance Robot was developed to provide ventilation assistance without hindering patients from talking and breathing with their own mouth. The basic principle of the robot is a negative pressure assistance, using an abdomen pressuring part to push the abdomen of the user and help the user to exhale. The robot is mainly manipulated with an attached joystick. But without an additional control routine to govern the amount of force applied when the joystick is moved, usability and safety issues occur. In this research, linear, logarithmic, and exponential profiles that modify the joystick trajectory were tested to advance maneuverability of the robot conditioning the joystick signal. Through experiments, we found that logarithmic profiles with certain shape factors improve both usability and safety.","PeriodicalId":199432,"journal":{"name":"2015 IEEE International Conference on Advanced Intelligent Mechatronics (AIM)","volume":"103 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124002923","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Wave-based load disturbance observer for robust enhancement of reflected wave rejection-based vibration control","authors":"E. Saito, S. Katsura","doi":"10.1109/AIM.2015.7222689","DOIUrl":"https://doi.org/10.1109/AIM.2015.7222689","url":null,"abstract":"The researches have been ongoing on various vibration control methods for resonant system. Reflected wave rejection-based vibration control is one of the vibration control for resonant system which considers high order resonances owing to the wave equation. However, the conventional reflected wave rejection-based vibration control does not consider the modeling error in the propagation time of the wave and the effect of the external torque acting on the load side. This paper proposes a wave-based load disturbance observer (WLDOB) for improving robustness against modeling error and the external load torque. The WLDOB is a generalized structure of the arm (load) disturbance observer for a two-mass resonant system which was already proposed in conventional research. Because the load disturbance rejection based on wave-based load disturbance observer includes an inverse system of time delay, the approximated WLDOB is used in this paper for actual implementation. The validity of the proposed method is verified by the simulation and experimental results.","PeriodicalId":199432,"journal":{"name":"2015 IEEE International Conference on Advanced Intelligent Mechatronics (AIM)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124012075","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Development of a novel low-cost au-printed SERS paper substrate for point-of-care application","authors":"W. Kim, H. K. Park, S. Choi","doi":"10.1109/AIM.2015.7222589","DOIUrl":"https://doi.org/10.1109/AIM.2015.7222589","url":null,"abstract":"We report a simple low-cost gold nanoparticle (AuNP)-loaded surface-enhanced Raman spectroscopy (SERS) paper substrate. With 1 mM Rhodamine B, five 2.0 wt% sodium carboxymethyl cellulose (CMC)-AuNP printing cycles resulted in higher SERS intensities and reproducibility compared to commercial SERS substrate.","PeriodicalId":199432,"journal":{"name":"2015 IEEE International Conference on Advanced Intelligent Mechatronics (AIM)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124964465","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Path following control of an off-road track vehicle towing a steerable driven implement","authors":"Javad Taghia, Stanley Lam, J. Katupitiya","doi":"10.1109/AIM.2015.7222621","DOIUrl":"https://doi.org/10.1109/AIM.2015.7222621","url":null,"abstract":"In this paper, nonlinear controllers are designed for an accurate path-following of a track vehicle towing an active implement, which is steered and driven, in off-road terrains like farms where longitudinal and lateral slips at front tracks and rear steerable wheels are inevitable. These controllers are based on path offset values and a partial dynamic model. The controller is designed to minimize the lon-gitudinal force at the hitch point and steer the track vehicle and the implement's wheels for an accurate path-following. Error vectors are introduced to combine the measured longitudinal force at the hitch point and the path offset values for both the track vehicle and the implement. Afterwards, two pairs of virtual states are introduced and nonlinear contracting sliding mode controllers are designed to control the error values. The two cases of the track vehicle without the implement control and the track vehicle with the implement control are compared using dynamic simulations. The results show improvements in the path-following accuracy and the drivability of the whole system when the track vehicle control and the steering and drive force controller of the implement is enabled on simulated off-road terrains.","PeriodicalId":199432,"journal":{"name":"2015 IEEE International Conference on Advanced Intelligent Mechatronics (AIM)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129901257","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Sensor guided robot path generation for repair of buoyancy module","authors":"Di Deng, W. Sam, P. Y. Tao, T. M. Lubecki","doi":"10.1109/AIM.2015.7222774","DOIUrl":"https://doi.org/10.1109/AIM.2015.7222774","url":null,"abstract":"In the marine & offshore industry, the repair of buoyancy modules involves removal of defective regions which is commonly conducted manually using hand-held abrasive tools. This manual process is one of the key bottlenecks of the production process and the removed material can be hazardous to operators' health. To lower manpower costs, and together improve efficiency while minimizing the disruption on current work flow, a sensor guided robot material removal system is proposed to replace manual operation. The challenge in this automation solution is to develop an automated material removal solution for this high-mix-low-volume repair problem with minimum human input required and minimum impact on the current process. To address the challenges, a hand-toeye vision system is proposed to identify the shape, depth, size and location of the defective regions in order to improve the flexibility and robustness of the robot material removal system. Experiments showed that the proposed method could detect the defective regions robustly and remove them effectively.","PeriodicalId":199432,"journal":{"name":"2015 IEEE International Conference on Advanced Intelligent Mechatronics (AIM)","volume":"184 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127057226","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Appearance-based localization using Group LASSO regression with an indoor experiment","authors":"Huan N. Do, Jongeun Choi, C. Lim, T. Maiti","doi":"10.1109/AIM.2015.7222667","DOIUrl":"https://doi.org/10.1109/AIM.2015.7222667","url":null,"abstract":"This paper proposes appearance-based localization using online vision images collected from an omnidirectional camera attached on a mobile robot or a vehicle. Our approach builds on a combination of the group Least Absolute Shrinkage and Selection Operator (LASSO) and the extended Kalman filter (EKF). Fast Fourier transform (FFT) and Histogram are extracted from omni-directional images, the features of which are selected via the group LASSO regression. The EKF takes the output of the group LASSO regression based first-stage localization as the observation. The indoor experimental results demonstrate the effectiveness of our approach.","PeriodicalId":199432,"journal":{"name":"2015 IEEE International Conference on Advanced Intelligent Mechatronics (AIM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130060387","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Research on dynamic transmission characteristics of box-like structures based on a hybrid model method","authors":"Weijin Gao, Liang Wang","doi":"10.1109/AIM.2015.7222700","DOIUrl":"https://doi.org/10.1109/AIM.2015.7222700","url":null,"abstract":"In order to promote successive researches such as dynamic optimization and active vibration control, the NASA GRC gearbox as the research object, the dynamic transmission characteristics of which is studied and the bending-torsion model of which is constructed by using Lagrange equations considering gear backlash. This paper employs a hybrid model method to analyze the vibration characteristics of shafts at the locations of bearings and evaluate the gearhousing vibration in a specific operating speed. Numerical simulation results demonstrate the transmission characteristics through the path gear-shaft-bearing-gearhousing, which will be utilized to guide.","PeriodicalId":199432,"journal":{"name":"2015 IEEE International Conference on Advanced Intelligent Mechatronics (AIM)","volume":"99 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129165513","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}