Enhanced cooperative group localization with identification of LOS/NLOS BSs in 5G dense networks

Abstract Many technologies in 5G networks, such as massive multiple input multiple output (MIMO), and device-to-device (D2D) communication capabilities as well as the high mobile stations (MSs) density, are beneficial for implementing the accurate locations of MSs. This paper envisages seamless localization in the era of 5G in which MSs use D2D communications, to determine their locations in a cooperative method. An improved cooperative scheme, referred to as Enhanced Cooperative Group Localization (ECGL), is proposed which reduces connectivity constraints and combines received signal strength/angle of arrival (RSS/AOA). Through massive MIMO, the directional measurement between BSs and MSs (AOA measurement) is enhanced, which would increase the localization accuracy. Also, the technologies of dense networks adopted in 5G lead to a large number of LOS links. As will be seen, such conditions help to increase the probability of detection of LOS and consequently to ameliorate the performance of the ECGL scheme.

[1]  R.L. Moses,et al.  Locating the nodes: cooperative localization in wireless sensor networks , 2005, IEEE Signal Processing Magazine.

[2]  B. R. Badrinath,et al.  Ad hoc positioning system (APS) , 2001, GLOBECOM'01. IEEE Global Telecommunications Conference (Cat. No.01CH37270).

[3]  Xiqi Gao,et al.  Cellular architecture and key technologies for 5G wireless communication networks , 2014, IEEE Communications Magazine.

[4]  Armin Dammann,et al.  The 5G Localization Waveform Ranging Accuracy over Time-Dispersive Channels – An Evaluation , 2016 .

[5]  Hichem Besbes,et al.  Selective hybrid RSS/AOA weighting algorithm for NLOS intra cell localization , 2014, 2014 IEEE Wireless Communications and Networking Conference (WCNC).

[6]  Hichem Besbes,et al.  Hybrid RSSD/AOA cooperative localization for 4G wireless networks with uncooperative emitters , 2015, 2015 International Wireless Communications and Mobile Computing Conference (IWCMC).

[7]  Brian D. O. Anderson,et al.  Wireless sensor network localization techniques , 2007, Comput. Networks.

[8]  Pi-Chun Chen,et al.  A non-line-of-sight error mitigation algorithm in location estimation , 1999, WCNC. 1999 IEEE Wireless Communications and Networking Conference (Cat. No.99TH8466).

[9]  Ismail Güvenç,et al.  Wireless localization for mmWave networks in urban environments , 2018, EURASIP Journal on Advances in Signal Processing.

[10]  Leila Gazzah,et al.  Cooperative Localization Algorithm Based on Reference Selection of Selective Weighting ILS Technique , 2014, WWIC.

[11]  Jeffrey G. Andrews,et al.  What Will 5G Be? , 2014, IEEE Journal on Selected Areas in Communications.

[12]  Angeliki Alexiou Wireless World 2020: Radio Interface Challenges and Technology Enablers , 2014, IEEE Vehicular Technology Magazine.

[13]  Azzedine Boukerche,et al.  Vehicular Ad Hoc Networks: A New Challenge for Localization-Based Systems , 2008, Comput. Commun..

[14]  Hichem Besbes,et al.  Hybrid RSS/AOA hypothesis test for NLOS/LOS base station discrimination and location error mitigation , 2016, Trans. Emerg. Telecommun. Technol..

[15]  Xinrong Li,et al.  RSS-Based Location Estimation with Unknown Pathloss Model , 2006, IEEE Transactions on Wireless Communications.

[16]  Qimei Cui,et al.  A Novel Location Model for 4G Mobile Communication Networks , 2007, 2007 IEEE 66th Vehicular Technology Conference.

[17]  Halim Yanikomeroglu,et al.  Device-to-device communication in 5G cellular networks: challenges, solutions, and future directions , 2014, IEEE Communications Magazine.

[18]  Qimei Cui,et al.  Cooperative Group Localization for 4G Wireless Networks , 2009, 2009 IEEE 70th Vehicular Technology Conference Fall.

[19]  Jaakko J. Sauvola,et al.  Features in future: 4G visions from a technical perspective , 2001, GLOBECOM'01. IEEE Global Telecommunications Conference (Cat. No.01CH37270).

[20]  Qimei Cui,et al.  Research analysis of wireless localization with insufficient resources for next-generation mobile communication networks , 2013, Int. J. Commun. Syst..

[21]  Walid Saad,et al.  Unmanned Aerial Vehicle With Underlaid Device-to-Device Communications: Performance and Tradeoffs , 2015, IEEE Transactions on Wireless Communications.

[22]  Pak-Chung Ching,et al.  Time-of-arrival based localization under NLOS conditions , 2006, IEEE Transactions on Vehicular Technology.

[23]  Neal Patwari,et al.  2008 International Conference on Information Processing in Sensor Networks Effects of Correlated Shadowing: Connectivity, Localization, and RF Tomography , 2022 .

[24]  S. Bories,et al.  Mutual Coupling Modeling and Calibration in Antenna Arrays for AOA Estimation , 2018, 2018 2nd URSI Atlantic Radio Science Meeting (AT-RASC).