Fast Direction of Arrival Estimation based on Space and Frequency Multiple Division Access

We propose an indoor positioning system exploiting the concept of Space and Frequency Division Multiple Access. This technology permits a very cost-effective estimation of Direction of Arrival on the basis of closed form approach driven by the expected power distribution compared to the shape of the antenna beamset. The robustness of the approach is enhanced by the exploitation of RSSI data retrieved operating in the S-band and C-band of Wifi. The proposed approach estimate the direction of arrivial as the result of a cost-effective algorithm based on simple algebric manipulation.Experimental validations confirm that the proposed single-anchor approach is an effective DoA estimator in a real-life scenario, providing a mean error of the 3° and a localization area coverage of about 90% below 5.8° within a typical home room area size (38 m2). This confirms that the proposed system is a very low-cost solution, suitable for Wireless Sensor Networks and for 802.11n/ac IEEE compliant networks.

[1]  Gerardo Pelosi,et al.  Investigations on Direction of Arrival and Range Estimation with a Switched Beam Antenna Architecture Implementing Space and Frequency Division Multiple Access , 2022, 2022 IEEE/MTT-S International Microwave Symposium - IMS 2022.

[2]  Alessandro Cidronali,et al.  Analysis of Dual-Band Direction of Arrival Estimation in Multipath Scenarios , 2021, Electronics.

[3]  Raed A. Abd-Alhameed,et al.  A Review of Indoor Localization Techniques and Wireless Technologies , 2021, Wireless Personal Communications.

[4]  Bui Thi Duyen,et al.  Design of a beam steering antenna array using 8x8 butter matrix for indoor positioning system , 2020 .

[5]  Albert Sabban,et al.  Advanced Radio Frequency Antennas for Modern Communication and Medical Systems , 2020 .

[6]  Quoc Cuong Nguyen,et al.  Electronically steerable antenna array for indoor positioning system , 2018, Journal of Electromagnetic Waves and Applications.

[7]  Fekher Khelifi,et al.  A Survey of Localization Systems in Internet of Things , 2018, Mobile Networks and Applications.

[8]  Giuseppe Pelosi,et al.  2-D DoA Anchor Suitable for Indoor Positioning Systems Based on Space and Frequency Diversity for Legacy WLAN , 2018, IEEE Microwave and Wireless Components Letters.

[9]  Alessandro Cidronali,et al.  Multipath Robust Azimuthal Direction of Arrival Estimation in Dual-Band 2.45–5.2 GHz Networks , 2017, IEEE Transactions on Microwave Theory and Techniques.

[10]  Giuseppe Pelosi,et al.  Improving phaseless DoA estimation in multipath-impaired scenarios by exploiting dual-band operations , 2016, 2016 IEEE MTT-S International Microwave Symposium (IMS).

[11]  A. Cidronali,et al.  A closed-form formula for RSSI-based DoA estimation with Switched Beam Antennas , 2015, 2015 European Radar Conference (EuRAD).

[12]  François Gagnon,et al.  RSSI-based indoor tracking using the extended Kalman filter and circularly polarized antennas , 2014, 2014 11th Workshop on Positioning, Navigation and Communication (WPNC).

[13]  Noah Pritt,et al.  Indoor positioning with maximum likelihood classification of Wi-Fi signals , 2013, 2013 IEEE SENSORS.

[14]  Yang Lei,et al.  Situation and development tendency of indoor positioning , 2013, China Communications.

[15]  Krzysztof Nyka,et al.  A Review of Antennas for Indoor Positioning Systems , 2012 .

[16]  J. Modelski,et al.  Attenuation of multipath components using directional antennas and circular polarization for indoor wireless positioning systems , 2007, 2007 European Radar Conference.

[17]  C. Mangenot,et al.  GA optimized thinned hexagonal arrays for aatellite applications , 2007, 2007 IEEE Antennas and Propagation Society International Symposium.

[18]  Lukasz Kulas,et al.  ESPAR Antenna-Based WSN Node With DoA Estimation Capability , 2020, IEEE Access.

[19]  M. Rzymowski,et al.  RSS-Based Direction-of-Arrival Estimation with Increased Accuracy for Arbitrary Elevation Angles Using ESPAR Antennas , 2018 .

[20]  J. Galloway A Review of the , 1901 .