15.3.15.5.1 INS, Intertial Navigation Positioning, Other sensors

Chapter Contents (Back)
Localization. INS.

Kramer, J., Kandel, A.,
Robust Small Robot Localization From Highly Uncertain Sensors,
SMC-C(41), No. 4, July 2011, pp. 509-519.
IEEE DOI 1107
USF. Fusing various sensor data with low power, low computation small robots. Compare various Kalman filter approaches. BibRef

Xu, Q., Li, X., Li, B., Song, X., Cai, Z.,
A Reliable Hybrid Positioning Methodology for Land Vehicles Using Low-Cost Sensors,
ITS(17), No. 3, March 2016, pp. 834-847.
IEEE DOI 1603
Compass BibRef

Tariq, Z.B.[Zain Bin], Cheema, D.M.[Dost Muhammad], Kamran, M.Z.[Muhammad Zahir], Naqvi, I.H.[Ijaz Haider],
Non-GPS Positioning Systems: A Survey,
Surveys(50), No. 4, November 2017, pp. Article No 57.
DOI Link 1712
Survey, Localization. BibRef

Pan, L.[Lin], Pei, G.[Gen], Yu, W.K.[Wen-Kun], Zhang, Z.H.[Zhe-Hao],
Assessment of IRNSS-Only Data Processing: Availability, Single-Frequency SPP and Short-Baseline RTK,
RS(14), No. 10, 2022, pp. xx-yy.
DOI Link 2206
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Melman, F.T.[Floor Thomas], Zoccarato, P.[Paolo], Orgel, C.[Csilla], Swinden, R.[Richard], Giordano, P.[Pietro], Ventura-Traveset, J.[Javier],
LCNS Positioning of a Lunar Surface Rover Using a DEM-Based Altitude Constraint,
RS(14), No. 16, 2022, pp. xx-yy.
DOI Link 2208
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Xiong, J.[Jun], Xiong, Z.[Zhi], Zhuang, Y.[Yuan], Cheong, J.W.[Joon Wayn], Dempster, A.G.[Andrew G.],
Message Passing Enhanced Distributed Kalman Filter for Cooperative Localization,
SPLetters(29), 2022, pp. 2652-2656.
IEEE DOI 2301
Kalman filters, Computational modeling, Message passing, Location awareness, Probability density function, Load modeling, message passing BibRef

Xiong, J.[Jun], Xiong, Z.[Zhi], Zhuang, Y.[Yuan], Cheong, J.W.[Joon Wayn], Dempster, A.G.[Andrew G.],
Fault-Tolerant Cooperative Positioning Based on Hybrid Robust Gaussian Belief Propagation,
ITS(24), No. 6, June 2023, pp. 6425-6431.
IEEE DOI 2306
Sensors, Fault tolerant systems, Fault tolerance, Visualization, Belief propagation, Vehicular ad hoc networks, Sensor systems, fault-tolerant positioning BibRef

Xiong, J.[Jun], Xiong, Z.[Zhi], Xie, X.P.[Xiang-Peng], Zhuang, Y.[Yuan], Zheng, Y.[Yu], Xiong, S.[Shixun], Cheong, J.W.[Joon Wayn], Dempster, A.G.[Andrew G.],
Integrity for Belief Propagation-Based Cooperative Positioning,
ITS(25), No. 9, September 2024, pp. 11345-11358.
IEEE DOI 2409
Monitoring, Global navigation satellite system, Sensors, Receivers, Estimation, Probability density function, Distance measurement, protection level BibRef

Li, J.F.[Jian-Feng], Li, P.[Pan], Li, P.[Ping], Tang, L.M.[Lei-Ming], Zhang, X.F.[Xiao-Fei], Wu, Q.H.[Qi-Hui],
Self-Position Awareness Based on Cascade Direct Localization Over Multiple Source Data,
ITS(25), No. 1, January 2024, pp. 796-804.
IEEE DOI 2402
Location awareness, Global Positioning System, Wireless sensor networks, Maximum likelihood estimation, target tracking BibRef

Song, W.T.[Wen-Ting], Zuo, Y.[Yi], Tong, S.C.[Shao-Cheng],
Fuzzy Optimal Event-Triggered Control for Dynamic Positioning of Unmanned Surface Vehicle,
SMCS(55), No. 3, March 2025, pp. 2302-2311.
IEEE DOI 2502
Event detection, Vehicle dynamics, Underactuated surface vessels, Heuristic algorithms, Optimal control, Neural networks, Dynamics, value iteration (VI) algorithm BibRef

Wu, J.X.[Jin-Xi], Jiang, W.[Wei], Wang, J.[Jian], Cai, B.[Baigen], Yang, Y.[Yang], Ba, X.H.[Xiao-Hui], Liu, J.[Jiang],
A Consistent Navigation System Using CNN-LSTM Assisted by IMU Recomputed Method,
ITS(26), No. 9, September 2025, pp. 13331-13347.
IEEE DOI 2510
Global navigation satellite system, Navigation, Convolutional neural networks, Accuracy, Computational modeling, recomputed method BibRef

Zou, Y.X.[Yi-Xin], Yu, D.[Dan], Shi, X.[Xiufang], Wu, M.[Mincheng], Zhang, W.A.[Wen-An],
Robust Distributed Localization Based on Barycentric Coordinates Under Random Data Loss,
SPLetters(32), 2025, pp. 4174-4178.
IEEE DOI 2511
Location awareness, Convergence, Distributed databases, Propagation losses, Matrices, Accuracy, Robustness, Vectors, Nickel, random data loss BibRef

Refael, Y.[Yehonathan], Aides, A.[Amit], Barzilai, A.[Aviad], Leifman, G.[George], Silverman, V.[Vered], Jaber, B.[Bolous], Beryozkin, G.[Genady],
On-The-Fly OVD Adaptation with Flame: Few-Shot Localization Via Active Marginal-Samples Exploration,
CVGeoSpatial26(886-894)
IEEE DOI 2609
Modeling, Stars, Equations, Poles and zeros, Object detection, Labeling, Training, few-shot learning, vision language models BibRef


Chapter on Active Vision, Camera Calibration, Mobile Robots, Navigation, Road Following continues in
INS and GNSS, Intertial Navigation and Global Positioning .


Last update:Sep 21, 2026 at 18:29:27