2017 11th International Symposium on Medical Information and Communication Technology (ISMICT)最新文献

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Dynamic stopping using eSVM scores analysis for event-related potential brain-computer interfaces 动态停止使用eSVM评分分析事件相关的潜在脑机接口
V. Kha, Diep N. Nguyen, H. H. Kha, E. Dutkiewicz
{"title":"Dynamic stopping using eSVM scores analysis for event-related potential brain-computer interfaces","authors":"V. Kha, Diep N. Nguyen, H. H. Kha, E. Dutkiewicz","doi":"10.1109/ISMICT.2017.7891773","DOIUrl":"https://doi.org/10.1109/ISMICT.2017.7891773","url":null,"abstract":"In brain-computer interface (BCI) research, there must be a trade-off between accuracy and speed of the BCI system, especially those based on event-related potentials (ERPs). This paper proposes a novel method which can significantly increase the spelling bit rate while also maintaining the desired accuracy. We provide an adaptive real-time stopping method based on the scores of ensemble support vector machine classifiers. We apply a criteria assessment process on the classifiers' scores to dynamically stop the ERP-evoked paradigms at any flashing sequence. Our experiments were conducted on three different P300-Speller data sets (BCI Competition II, BCI Competition III and Akimpech). Our proposed framework significantly outperformed the related state-of-the-art studies in terms of character output accuracy and elicitation bit rate rise between static and dynamic stopping schemes. We improve the average bit rate by over 80% while perfectly maintaining the best original static accuracy of over 96%.","PeriodicalId":333786,"journal":{"name":"2017 11th International Symposium on Medical Information and Communication Technology (ISMICT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128749565","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}
引用次数: 3
Performance of the ETSI SmartBAN system in the interfered IEEE 802.15.6 channel ETSI SmartBAN系统在受干扰的IEEE 802.15.6信道中的性能
Harri Viittala, M. Hämäläinen, L. Mucchi
{"title":"Performance of the ETSI SmartBAN system in the interfered IEEE 802.15.6 channel","authors":"Harri Viittala, M. Hämäläinen, L. Mucchi","doi":"10.1109/ISMICT.2017.7891757","DOIUrl":"https://doi.org/10.1109/ISMICT.2017.7891757","url":null,"abstract":"The ETSI TC SmartBAN defined system is designed for body area networks supporting both on-body links and links to implanted devices. The system operates at the 2.4 GHz ISM band, where there are also other wireless radio systems, such as Bluetooth and WiFi. The SmartBAN system simulation model has been created to Matlab and the system performance was studied in the IEEE 802.15.6 channel model 3 with a measurement based interference model. The interference model is based on the measurement campaigns carried out in the Oulu university hospital. By using these simulation models, comparative analysis between BCH encoding schemes (127,113) and (36,22) on the system performance was carried out. It is shown that a higher coding rate has better performance in the presence of interference but it needs a repetition method to gain an acceptable frame error rate.","PeriodicalId":333786,"journal":{"name":"2017 11th International Symposium on Medical Information and Communication Technology (ISMICT)","volume":"113 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114449111","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}
引用次数: 3
Path loss modeling for UWB creeping waves around human body 人体周围超宽带蠕动波的路径损耗建模
T. Kumpuniemi, M. Hämäläinen, Juha-Pekka Mäkelä, J. Iinatti
{"title":"Path loss modeling for UWB creeping waves around human body","authors":"T. Kumpuniemi, M. Hämäläinen, Juha-Pekka Mäkelä, J. Iinatti","doi":"10.1109/ISMICT.2017.7891764","DOIUrl":"https://doi.org/10.1109/ISMICT.2017.7891764","url":null,"abstract":"This article presents path loss models for creeping waves propagation around a human body at ultra-wideband frequency of 2-8 GHz. The results are based on measurements in an anechoic chamber using a vector network analyzer. Three antenna types are used: prototype dipole and double loop antennas together with the commercial Skycross antenna. The antennas are attached horizontally at the chest level and the waist level at in total 12 locations. Path loss values are defined from the first arriving paths of the channel impulse responses. Path loss models are developed for upper and lower horizontal body levels separately and for all available channels when also the cross channels between the levels are considered. The path loss exponents vary between 9.2-12.7 being clearly a higher result than previously reported. The double loop antenna has the lowest exponents and the commercial antenna the highest ones. No clear difference can be noted between the body and waist levels or when observing all channels. The scattering term of the path loss can be modeled with the generalized extreme value and generalized Pareto distributions.","PeriodicalId":333786,"journal":{"name":"2017 11th International Symposium on Medical Information and Communication Technology (ISMICT)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126475494","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}
引用次数: 6
Finite integration technique based channel modeling on the wban receiver performance evaluation (Parkinson's disease monitoring case) 基于有限积分技术的wban接收机性能评价信道建模(帕金森病监测案例)
Mariella Särestöniemi, T. Tuovinen, Ville Niemelä, M. Hämäläinen, J. Iinatti
{"title":"Finite integration technique based channel modeling on the wban receiver performance evaluation (Parkinson's disease monitoring case)","authors":"Mariella Särestöniemi, T. Tuovinen, Ville Niemelä, M. Hämäläinen, J. Iinatti","doi":"10.1109/ISMICT.2017.7891763","DOIUrl":"https://doi.org/10.1109/ISMICT.2017.7891763","url":null,"abstract":"One of the main challenges for wireless body area networks (WBANs) is to evaluate realistic methods to generate channel models for new different purposes and various environments quickly and flexibly. Finite integration technique (FIT) has shown to be promising method for modeling channels characteristics in WBAN deployment scenarios. Applying simulation based channel modeling on the performance evaluations of the concrete-surrounded use scenarios have not been presented in the literature. In this paper, FIT-based channel modeling is applied on the performance evaluation of IEEE 802.15.6 based energy detector (ED) receiver designed for monitoring the symptoms of Parkinson’s disease. The first aim of this paper is to assess and compare the simulated channel impulse responses (CIRs) with the data from a measurement campaign. The second aim is to apply the simulated channel on the performance evaluations of the IEEE 802.15.6 based ED receivers. The obtained bit error rate (BER) performances are compared with BERs obtained using channel measurement data in the simulations. It is shown that performance obtained using FIT-based channel modeling corresponds to performance obtained using channel measurement data based channel modeling. The results of this paper further verify the statements that FIT is sufficiently applicable for WBAN channel modeling.","PeriodicalId":333786,"journal":{"name":"2017 11th International Symposium on Medical Information and Communication Technology (ISMICT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124390774","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}
引用次数: 3
Improving the energy efficiency for biosensor nodes in the WBSN bottleneck zone based on a random linear network coding 基于随机线性网络编码提高WBSN瓶颈区生物传感器节点的能量效率
H. Alshaheen, H. Takruri-Rizk
{"title":"Improving the energy efficiency for biosensor nodes in the WBSN bottleneck zone based on a random linear network coding","authors":"H. Alshaheen, H. Takruri-Rizk","doi":"10.1109/ISMICT.2017.7891767","DOIUrl":"https://doi.org/10.1109/ISMICT.2017.7891767","url":null,"abstract":"The most important challenges in the design of a Wireless Body Sensor Network (WBSN) are the reduction of energy usage and the successful delivery of data. In general for healthcare applications, the batteries of biosensor nodes cannot be easily recharged or replaced. Therefore energy consumption is a critical issue in WBSNs, specifically, the nodes that are placed next to the sink node consume more energy, which limits the network lifetime because all biomedical packets are aggregated through these nodes forming a bottleneck zone. Therefore, this paper proposes a novel mathematical model for body area network (BAN) topology to explain the deployment and connection between biosensor nodes, simple relay nodes, network coding relay nodes and the sink node. The model uses Random Linear Network Coding (RLNC) to improve the energy efficiency for biosensor nodes in the WBSN bottleneck zone, combining saving energy with achieving the delivery of data if there is a failure in one of the links of the transmissions. A mathematical model for a WBSN was designed, and it was apparent that energy consumption is reduced and data delivery achieved with the proposed mechanism. This paper details the stages of the research work.","PeriodicalId":333786,"journal":{"name":"2017 11th International Symposium on Medical Information and Communication Technology (ISMICT)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117053587","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}
引用次数: 9
An approach to mean path loss model estimation for off-body channels 一种离体信道平均路径损耗模型估计方法
S. Ambroziak, K. Turbic, L. Correia
{"title":"An approach to mean path loss model estimation for off-body channels","authors":"S. Ambroziak, K. Turbic, L. Correia","doi":"10.1109/ISMICT.2017.7891762","DOIUrl":"https://doi.org/10.1109/ISMICT.2017.7891762","url":null,"abstract":"This paper presents an approach to the estimation of mean path loss model parameters in off-body Body Area Networks channels. In this approach, the path loss exponent is constrained to a value obtained from line-of-sight (LoS) propagation in the copolarised channel, considering a generalised static scenario. The proposed approach is compared to alternative ones, by evaluating the coefficient of determination for a set of measurements obtained in an indoor environment. Compared to a traditional approach, a relative improvement of up to 0.7 and typically above 0.4 is observed in the LoS case, while the goodness of fit is unchanged for the non-LoS case.","PeriodicalId":333786,"journal":{"name":"2017 11th International Symposium on Medical Information and Communication Technology (ISMICT)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128660471","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}
引用次数: 8
A study for the adaptive error correction using QoS-HARQ toward dependable implant body area network 面向可靠植入体区域网络的QoS-HARQ自适应纠错研究
Satoshi Seimiya, Kento Takabayashi, R. Kohno
{"title":"A study for the adaptive error correction using QoS-HARQ toward dependable implant body area network","authors":"Satoshi Seimiya, Kento Takabayashi, R. Kohno","doi":"10.1109/ISMICT.2017.7891768","DOIUrl":"https://doi.org/10.1109/ISMICT.2017.7891768","url":null,"abstract":"In this paper, we apply HARQ to a wireless feedback control system for realizing high dependable communication. We assume that a controller transmits packets of controlled variables through the propagation channel equivalent with the IEEE 802.15.6 CM2 using some punctured convolutional codes whose code rate is different each other. We propose QoS-HARQ which changes the code rate responding to the status of a rotary inverted pendulum before application for an implant medical actuator device. As a result, we confirm by computer simulations that our proposal can reduce the redundant bits in a packet while keeping the rotary inverted pendulum stable.","PeriodicalId":333786,"journal":{"name":"2017 11th International Symposium on Medical Information and Communication Technology (ISMICT)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128998639","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}
引用次数: 2
Energy efficient UWB-WUR dual-radio solution for WBANs 高效节能的UWB-WUR双无线电解决方案
H. Karvonen, J. Petäjäjärvi, Ville Niemelä, M. Hämäläinen, J. Iinatti, R. Kohno
{"title":"Energy efficient UWB-WUR dual-radio solution for WBANs","authors":"H. Karvonen, J. Petäjäjärvi, Ville Niemelä, M. Hämäläinen, J. Iinatti, R. Kohno","doi":"10.1109/ISMICT.2017.7891769","DOIUrl":"https://doi.org/10.1109/ISMICT.2017.7891769","url":null,"abstract":"A dual-radio solution for wireless body area networks (WBANs) is proposed in this paper. Solution is based on the usage of wake-up receiver (WUR) and impulse radio ultra wideband (IR-UWB) technique. In the proposition, the data to the hub is transmitted using IR-UWB and the control messages back to a node are received using WUR. Energy efficiency model has been developed to compare proposed solution's performance to a conventional duty-cycling based single radio solution. WUR design includes trade-offs between data rate, sensitivity and power consumption that are also explored in this work. Results show that the proposed solution can improve energy efficiency in WBANs which have asymmetric traffic between the sensor nodes and hub in the uplink and downlink direction.","PeriodicalId":333786,"journal":{"name":"2017 11th International Symposium on Medical Information and Communication Technology (ISMICT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128981078","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}
引用次数: 3
Heart-rate data transmission control for vital sensing from densely-located exercisers 心率数据传输控制从密集位置的锻炼者的生命传感
Kazuki Okita, H. Yomo, Takashi Kawabata
{"title":"Heart-rate data transmission control for vital sensing from densely-located exercisers","authors":"Kazuki Okita, H. Yomo, Takashi Kawabata","doi":"10.1109/ISMICT.2017.7891770","DOIUrl":"https://doi.org/10.1109/ISMICT.2017.7891770","url":null,"abstract":"In this paper, we investigate how to improve the reliability of heart–rate monitoring of a large number of people playing sports over a limited area of sports field. Densely– located nodes attached to exercisers transmit heart–rate data to a data collection node simultaneously, which negatively affects the reliability of data collection due to severe congestions caused by excessive traffic load. In order to solve this problem, we introduce a heart–rate data transmission control scheme where the sensed heart–rate is transmitted only when each node detects a larger variation than a fixed threshold. In order to analyze trade– off between the traffic suppression and increased sensing error through the introduced threshold, we first conduct experiments to obtain heart–rate variations during typical scenarios of exercises in a sports–day at schools in Japan. The obtained experimental data are then used to construct a model of heart–rate variations, which is then employed for computer simulations to evaluate the effectiveness of the introduced heart–rate transmission control. Our numerical results show that the heart–rate transmission control is effective, especially in a scenario where exercisers with different patterns of heart–rate variations coexist.","PeriodicalId":333786,"journal":{"name":"2017 11th International Symposium on Medical Information and Communication Technology (ISMICT)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129297990","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}
引用次数: 1
Determining the transmission efficiency for human body communication using a multilayered phantom 利用多层模体测定人体通信的传输效率
D. Muramatsu, N. Arai, K. Sasaki
{"title":"Determining the transmission efficiency for human body communication using a multilayered phantom","authors":"D. Muramatsu, N. Arai, K. Sasaki","doi":"10.1109/ISMICT.2017.7891766","DOIUrl":"https://doi.org/10.1109/ISMICT.2017.7891766","url":null,"abstract":"Human body communication (HBC) is a wireless transmission method that utilizes the human body as part of the transmission medium. In HBC, a high-frequency signal is transmitted by a current flowing through the body surface and via the near-field electric field around it. Due to the lack of specific equipment and tools to measure HBC transmission characteristics, HBC systems are still in the development stage. In this study, a multilayered arm phantom and suitable measurement devices are proposed to measure the transmission efficiency between a 10-MHz transmitter worn on the wrist and a receiver in contact with the palm. Measurements with a real human subject were also performed. Additionally, numerical models for calculating the transmission efficiencies are introduced to validate the measurements. The transmission efficiencies obtained from the measurements using the phantom and from the simulation using the numerical model were in a reasonable agreement; however, the results of the measurements using the phantom and the subject differed, which we attributed to the effect of the body trunk.","PeriodicalId":333786,"journal":{"name":"2017 11th International Symposium on Medical Information and Communication Technology (ISMICT)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131586234","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}
引用次数: 1
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