A weighted least squares consideration for IR-UWB radar based device-free object positioning estimation for indoor environment

Impulse Radio Ultra-Wideband (IR-UWB) radar is a type of radar functioning based on UWB transmission technology that uses an exceedingly wide bandwidth low power impulse signal to continuously transmitting and receiving the impulse signal for object detection within a range. To date, most of the proposed Ultra-Wideband (UWB) transmission technology based object positioning estimation systems for indoor environment depends on objects to be attached with an active UWB devices. In certain circumstances, it is ideal to track objects in passive manner without the requirement of any attached tracking devices or device-free object positioning estimation. IR-UWB radar has shown promising utilization in realizing device-free object positioning estimation for indoor environment.  With this motivation, in this paper a work on weighted least squares consideration for IR-UWB radar based device-free object positioning estimation for indoor environment is presented.

[1]  Palash Bera,et al.  GPS based smart spy surveillance robotic system using Raspberry Pi for security application and remote sensing , 2017, 2017 8th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON).

[2]  Feng Guo,et al.  An Area estimation Scheme For Indoor Device-Free Tracking Systems , 2018, 2018 1st IEEE International Conference on Knowledge Innovation and Invention (ICKII).

[3]  Tushar A. Champaneria,et al.  Fuzzy logic based algorithm for Context Awareness in IoT for Smart home environment , 2016, 2016 IEEE Region 10 Conference (TENCON).

[4]  Nikolaos G. Bourbakis,et al.  A Survey on Wearable Sensor-Based Systems for Health Monitoring and Prognosis , 2010, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[5]  Hang Liu,et al.  CSI-based Indoor Tracking with Positioning-Assisted , 2018, 2018 Ubiquitous Positioning, Indoor Navigation and Location-Based Services (UPINLBS).

[6]  Mingming Lu,et al.  Improving the energy performance of GPS receivers for location tracking applications , 2017, 2017 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).

[7]  Hend Suliman Al-Khalifa,et al.  Ultra Wideband Indoor Positioning Technologies: Analysis and Recent Advances † , 2016, Sensors.

[8]  Tahsina Farah Sanam,et al.  An Improved CSI Based Device Free Indoor Localization Using Machine Learning Based Classification Approach , 2018, 2018 26th European Signal Processing Conference (EUSIPCO).

[9]  Sung Ho Cho,et al.  Indoor Positioning and Body Direction Measurement System Using IR-UWB Radar , 2018, 2018 19th International Radar Symposium (IRS).

[10]  Mohammad Ghavami,et al.  UWB localization employing supervised learning method , 2017, 2017 IEEE 17th International Conference on Ubiquitous Wireless Broadband (ICUWB).

[11]  Israh Akbar,et al.  Research on Semantics Used in GPS Based Mobile Phone Applications for Blind Pedestrian Navigation in an Outdoor Environment , 2018, 2018 International Conference on Information and Communication Technology for the Muslim World (ICT4M).

[12]  Lutz H.-J. Lampe,et al.  Challenges and recent advances in IR-UWB system design , 2010, Proceedings of 2010 IEEE International Symposium on Circuits and Systems.

[13]  Lia Kamelia,et al.  Real-Time Online Attendance System Based on Fingerprint and GPS in the Smartphone , 2018, 2018 4th International Conference on Wireless and Telematics (ICWT).

[14]  Z. Irahhauten,et al.  An overview of ultra wide band indoor channel measurements and modeling , 2004, IEEE Microwave and Wireless Components Letters.

[15]  Youngok Kim,et al.  An Energy Conservation Tracking System for the Device-free Target in Wireless Sensor Networks , 2018, 2018 1st IEEE International Conference on Knowledge Innovation and Invention (ICKII).

[16]  Yiu-Tong Chan,et al.  Exact and approximate maximum likelihood localization algorithms , 2006, IEEE Trans. Veh. Technol..

[17]  Shashank Gaur,et al.  Bringing context awareness to IoT-based wireless sensor networks , 2015, 2015 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops).

[18]  Yusheng Ji,et al.  Accurate Location Tracking From CSI-Based Passive Device-Free Probabilistic Fingerprinting , 2018, IEEE Transactions on Vehicular Technology.

[19]  Jae-Young Pyun,et al.  Location Detection and Tracking of Moving Targets by a 2D IR-UWB Radar System , 2015, Sensors.

[20]  Kiyoung Moon,et al.  Enhancement of the real-time indoor ranging and positioning algorithm using an UWB system , 2017, 2017 IEEE 17th International Conference on Ubiquitous Wireless Broadband (ICUWB).

[21]  Ryu Miura,et al.  Improvement of receiver sensitivity for enhancing IR-UWB performance for indoor positioning , 2017, 2017 IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC).

[22]  Cleiton Garcia,et al.  Context awareness in UbiComp: An IoT oriented distributed architecture , 2015, 2015 IEEE International Conference on Electronics, Circuits, and Systems (ICECS).

[23]  Horst Hellbrück,et al.  Sundew: Design and Evaluation of a Model-Based Device-Free Localization System , 2018, 2018 International Conference on Indoor Positioning and Indoor Navigation (IPIN).

[24]  May O. Lwin,et al.  GPS Trail Visualizer for Online Communities , 2018, 2018 International Conference on Cyberworlds (CW).

[25]  Kaiyu Wan,et al.  Integrating Context-Awareness and Trustworthiness in IoT Descriptions , 2013, 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing.

[26]  M. Usman Akram,et al.  Internet of things based context awareness architectural framework for HMIS , 2015, 2015 17th International Conference on E-health Networking, Application & Services (HealthCom).

[27]  David D. Wentzloff,et al.  Recent advances in IR-UWB transceivers: An overview , 2010, Proceedings of 2010 IEEE International Symposium on Circuits and Systems.

[28]  Hirozumi Yamaguchi,et al.  Infrastructure-Free Collaborative Indoor Positioning Scheme for Time-Critical Team Operations , 2013, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[29]  Jian Liu An IR-UWB indoor positioning based on TOA and band-gap modulations , 2017, 2017 International Applied Computational Electromagnetics Society Symposium (ACES).

[30]  Ultra-wideband Frequency Analysis: State-of-the-art, Measurements and Modeling , 2009 .

[31]  Roland Hostettler,et al.  Recursive Bayesian Filters for RSS-Based Device-Free Localization and Tracking , 2018, 2018 International Conference on Indoor Positioning and Indoor Navigation (IPIN).

[32]  Akram Alomainy,et al.  Impulse Radio Ultra-Wideband Communications for Localization and Tracking of Human Body and Limbs Movement for Healthcare Applications , 2017, IEEE Transactions on Antennas and Propagation.

[33]  Neal Patwari,et al.  A Fade-Level Skew-Laplace Signal Strength Model for Device-Free Localization with Wireless Networks , 2012, IEEE Transactions on Mobile Computing.