Aibin Zhu, Y. Li, Yuexuan Wu, Mengke Wu, Xiaodong Zhang
{"title":"Locomotion Mode Recognition based on Foot posture and Ground Reaction Force","authors":"Aibin Zhu, Y. Li, Yuexuan Wu, Mengke Wu, Xiaodong Zhang","doi":"10.1109/URAI.2018.8441827","DOIUrl":"https://doi.org/10.1109/URAI.2018.8441827","url":null,"abstract":"Efficient and accurate locomotion mode recognition is the basis and the key to compliance control of exoskeleton. Considering the fact that single ground reaction force information can not realize continuous gait phase recognition in the whole gait cycle and traditional inertial sensors' installation method tends to cause binding error, this paper established a wearable gait analysis system based on inertial sensor and foot pressure sensor which entirely embedded in a shoe insole. An inertial sensor mounting structure for foot posture information acquisition was designed to reduces the binding errors caused by the uncertain binding position and the random errors caused by the relative position changes with the movement. Two force sensors was set to measure the force load on the shoe insole at the heel and the forefoot during walking. Then, the gait curve of the normal human beings measured by this wearable gait analysis system is segmented by a periodic segmentation method combining power spectrum and feature points, and features is extracted from the time series of sensor signals according to the characteristics of the human gait. Probabilistic neural network is used to identify the locomotion modes and to verify the effectiveness of this wearable gait analysis system, experiments on different terrains are performed. The experiment results show that this method can effectively reduce binding error and random error, and reflect the foot movement during walking. Furthermore, the measurement method can accurately and effectively identify level-ground walking, stair ascent and stair decent, showing great potential for further development and applicability in control of exoskeleton.","PeriodicalId":347727,"journal":{"name":"2018 15th International Conference on Ubiquitous Robots (UR)","volume":"124 2-3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123571367","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":"Adaptive Framework for Emotional Engagement in Child-Robot Interactions for Autism Interventions","authors":"Hifza Javed, M. Jeon, C. Park","doi":"10.1109/URAI.2018.8441775","DOIUrl":"https://doi.org/10.1109/URAI.2018.8441775","url":null,"abstract":"Socially assistive robots have been used extensively in designing therapy interventions for children on the autism spectrum. One of the maj or challenges facing this field is the difficulty in sustaining the child's engagement in a designed activity for longitudinal studies once the novelty of the robot wears off. Another major challenge is the design of intervention strategies that can be adapted to suit the specific needs of every child. This paper presents a novel adaptive framework that addresses both these problems by implementing intervention methods that are tailored to each individual child.","PeriodicalId":347727,"journal":{"name":"2018 15th International Conference on Ubiquitous Robots (UR)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124241383","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}
Ngoc Trung Mai, Yonghoon Ji, Hanwool Woo, Y. Tamura, A. Yamashita, H. Asama
{"title":"Acoustic Image Simulator Based on Active Sonar Model in Underwater Environment","authors":"Ngoc Trung Mai, Yonghoon Ji, Hanwool Woo, Y. Tamura, A. Yamashita, H. Asama","doi":"10.1109/URAI.2018.8441870","DOIUrl":"https://doi.org/10.1109/URAI.2018.8441870","url":null,"abstract":"Underwater tasks such as maintenance, inspection, target recognition, or simultaneous localization and mapping (SLAM) require accurate underwater information. Acoustic cameras are outstanding sensors for acquiring underwater information because, even in turbid water, they can provide acoustic images with more accurate detail than what other sensors provide. In this paper, we proposes a novel acoustic image simulator based on active sonar model analyzing the correlation between signal processing and an image display mechanism that have not yet been clarified. The results demonstrate that our proposed simulator can successfully generate realistic virtual acoustic images from arbitrary viewpoints.","PeriodicalId":347727,"journal":{"name":"2018 15th International Conference on Ubiquitous Robots (UR)","volume":"108 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133690832","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":"Approach for Obstacle Avoidance Fuzzy Logic Control of an Elderly-assistant and Walking-assistant Robot Using Ultrasonic Sensors","authors":"Odekhe Randolph Osivue, Xiaodong Zhang, Xiaoqi Mu, Huanjie Han, Yabin Wang","doi":"10.1109/URAI.2018.8441818","DOIUrl":"https://doi.org/10.1109/URAI.2018.8441818","url":null,"abstract":"This paper develops a fuzzy obstacle avoidance system for an elderly-assistant and walking-assistant robot (EWR) using two ultrasonic sensors mounted at the front of the robot. The control architecture for a behavior-based EWR is implemented in this paper. The robot uses a reactive strategy determined by sensory information to interact with an unknown environment. The EWR uses tactile force to convey the user's intended motion action to the robot via man-machine interaction. For user's safety and avoidance of collision, autonomous obstacle avoidance are increasingly used in unfamiliar environments. For the EWR navigation in unpredictable environment, fuzzy behavior capable of making inferences is more appropriate. Equipped with ultrasonic sensors, a rule-based fuzzy controller with reactive behavior was implemented and tested on the EWR to perform collision-free navigation. From the simulation and experimental results obtained, it can be inferred that the proposed architecture provides an efficient and flexible solution for the EWR obstacle avoidance.","PeriodicalId":347727,"journal":{"name":"2018 15th International Conference on Ubiquitous Robots (UR)","volume":"151 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132551535","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":"Design and Development of a Smart Multifunction Toilet Wheelchair (SMTW)","authors":"Woon Jong Yoon, M. Shakir, Y. Ali","doi":"10.1109/URAI.2018.8441871","DOIUrl":"https://doi.org/10.1109/URAI.2018.8441871","url":null,"abstract":"An estimated 75 million people or approximately 1% of the world's population are wheelchair users. Even though there are some existing products and technologies that facilitate the ease of access of such individuals to public facilities, half of the wheelchair users have reported difficulty in transferring to or using toilets. To address this issue, a novel smart multifunctional wheelchair that can be transformed from a normal ergonomic platform to a roll-over-toilet design that can automatically position over any public toilet is proposed. This concept can be incorporated into a variety of standard manual wheelchairs with minimum modification. This paper describes the preliminary study and the design of an initial prototype, which was developed to demonstrate the design features that include mechanical modifications, sensor systems, and the voice user interface. Although the design concept is unique and these results are promising, further development and testing are necessary to improve the reliability, prior to further experiments with human subjects.","PeriodicalId":347727,"journal":{"name":"2018 15th International Conference on Ubiquitous Robots (UR)","volume":"84 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133121984","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}
Doyeon Han, M. Park, Heonseop Shin, Kyung-Sook Kim, S. Rhim
{"title":"Identifying Safety Conditions of Human-Robot Collision based on Skin Injury Analysis","authors":"Doyeon Han, M. Park, Heonseop Shin, Kyung-Sook Kim, S. Rhim","doi":"10.1109/URAI.2018.8441793","DOIUrl":"https://doi.org/10.1109/URAI.2018.8441793","url":null,"abstract":"Over the last few years, the robotics technology has rapidly evolved in terms of the safety enhancement. With the improvement the collaborative operation between the industrial robot and the human is now an appealing viable option. As the collaboration between the human and robot becomes more frequent, the requirement for the safety of the human in the case of collision with the robot draws much more attention. From this point of view, lot of research about the collision safety of the human has been reported recently. Most of them, however, are focused on the severe collision cases of the fatal injury. Which is mainly due to the lack of the analysis data for the minor injury. In this paper, the skin injury that is defined as a minor injury is analyzed with experimental data. Based on the analysis result, the acceptable impact (collision) condition for the robot is estimated.","PeriodicalId":347727,"journal":{"name":"2018 15th International Conference on Ubiquitous Robots (UR)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123319644","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}
Xingliang Han, Jun Xie, Ailing Luo, Guanghua Xu, Xiaodong Zhang, Jing Wang, Min Li
{"title":"Comparison of Visual Cortex Functional Connectivity Patterns Based on Steady-state Monochromatic Flicker and Oscillating Checkerboard Visual Stimulus","authors":"Xingliang Han, Jun Xie, Ailing Luo, Guanghua Xu, Xiaodong Zhang, Jing Wang, Min Li","doi":"10.1109/URAI.2018.8441841","DOIUrl":"https://doi.org/10.1109/URAI.2018.8441841","url":null,"abstract":"Steady-state visual evoked potential (SSVEP) and steady-state motion visual evoked potential (SSMVEP) are commonly implemented in brain computer interfaces (BCIs). The primary visual system is believed to consist of two pathways: a ventral pathway involved with conscious perception and a dorsal pathway for moving visual information processing. In this paper, as monochromatic flicker and oscillating checkerboard served as distinct stimuli for the elicit of SSVEP and SSMVEP respectively, we investigated functional connectivity patterns of SSVEP and SSMVEP by applying directed transfer function (DTF) to electroencephalography (EEG) signals. The value of flow gain, which is defined as the ratio of outflow to inflow of information flows in one channel, was used to measure the activating level of specific brain region in the information transmission process. We found that the occipital region was strongly activated by flicker stimulation whereas the strongest response of oscillating checkerboard was in the middle temporal visual region. Owing to the difference of activating area, fourteen-channel canonical correlation analysis (CCA) was also applied to compare the recognition accuracy. Results indicated that, due to the wider area activated by oscillating checkerboard, it achieved a higher recognition performance with short response time when compared to monochromatic flicker.","PeriodicalId":347727,"journal":{"name":"2018 15th International Conference on Ubiquitous Robots (UR)","volume":"90 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123488948","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":"Vehicle Localization in Urban Environment Using a 2D Online Map with Building Outlines","authors":"Jonghwi Kim, Yonghoon Cho, Jinwhan Kim","doi":"10.1109/URAI.2018.8441821","DOIUrl":"https://doi.org/10.1109/URAI.2018.8441821","url":null,"abstract":"We discuss GPS-free localization in urban areas using a lidar and a 2D online map with building outlines. To achieve this, the boundaries of buildings extracted from the reference map are matched to 3D point cloud data provided by the lidar. The normalized mutual information between them is maximized. The matching result is used as a measurement and combined with odometry and inertial sensor measurements using an extended Kalman filter. The proposed method has been implemented and verified through an experiment with a mobile robot.","PeriodicalId":347727,"journal":{"name":"2018 15th International Conference on Ubiquitous Robots (UR)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114414479","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":"Robust Multi-Objective Path Planning for Flying Robots under Wind Disturbance","authors":"Yoonseon Oh, Kyunghoon Cho, Songhwai Oh","doi":"10.1109/URAI.2018.8441822","DOIUrl":"https://doi.org/10.1109/URAI.2018.8441822","url":null,"abstract":"This paper proposes a robust multi-objective path planning algorithm for flying robots carrying out complex missions. When a robot is put into the field, the robot is required to perform complex missions such as visiting sequential goals. We specify these missions using a linear temporal logic and search the path to accomplish the mission for flying robots. Since flying robots are more sensitive to air flow than ground robots, we should plan a path more carefully so that the disturbance by airflow does not cause mission failures or collision with obstacles. In addition, it is important to increase energy effectiveness for stability of flying robots. To achieve these purposes, we propose a multi-objective path planning problem which minimizes the mission failure probability and the moving distance while guaranteeing the safety of the robot and mission completion. We introduce a multi-layer path planning algorithm, where the high-level planner guides the low-level planner by generating a discrete path to accomplish the mission and the low-level planner searches the path to optimize multiple objective functions using a sampling-based RRT search tree. The presented low-level planner can improve the Pareto optimality of the trajectory effectively. We analyze the effectiveness theoretically and evaluate the performance by simulations.","PeriodicalId":347727,"journal":{"name":"2018 15th International Conference on Ubiquitous Robots (UR)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122043032","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}
Yoosuk Kim, Cheolmin Kwon, Huiseok Moon, Kanghyun Kim, Jungsoo Cho, Kyoungchul Kong
{"title":"Optimization of Semi-Active Pneumatic Actuators for an Exoskeleton Robot for Running","authors":"Yoosuk Kim, Cheolmin Kwon, Huiseok Moon, Kanghyun Kim, Jungsoo Cho, Kyoungchul Kong","doi":"10.1109/URAI.2018.8441883","DOIUrl":"https://doi.org/10.1109/URAI.2018.8441883","url":null,"abstract":"In running motion, human legs are often represented by a spring loaded inverted pendulum (SLIP) model. Therefore, an exoskeleton robot that helps human to run needs spring-like mechanisms. Semi-active pneumatic actuators can achieve spring-like behavior during stance by closing of an electronic solenoid valve and almost no resistive force during swing by opening the valve. In this paper, the mounting position and initial pneumatic pressure of the pneumatic actuators are optimized. In the process of optimization, simulations are conducted on one-leg hopping motion for effectiveness of pneumatic actuators instead of a more complicated running motion. To optimize pneumatic actuators, the mounting position and initial pressure are set as design variables. And the average energy consumption rate calculated from the humans joint power during the hopping motion is selected as the cost function. The constraints includes the pneumatic actuators mountable range, maximum cylinder length, minimum cylinder length, and the maximum permissible internal pressure. As a result, the energy consumption rate is reduced by 13.0%, 4.5%, and 31.8% when the actuators are used only for knee, ankle, and both, respectively, compared to the case without pneumatic actuators.","PeriodicalId":347727,"journal":{"name":"2018 15th International Conference on Ubiquitous Robots (UR)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124035078","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}