Title :
An adaptive selection algorithm of threshold value in zero velocity updating for personal navigation system
Author :
Liu Hui-feng ; Ren Wei ; Zhang Tao ; Gong Jian ; Liang Jie-mei ; Liu Bo ; Shi Jing-wei ; Huang Zhen
Author_Institution :
NEC Labs. China, Beijing, China
Abstract :
Personal navigation system(PNS) is mainly used for tracking and locating personnel walking real-time location which can be realized as underground exploration or indoor positioning when the GPS signal loses. MEMS inertial sensors are small size, low cost, low power consuming, mass-production capability and silicon-based sensors. Strap-down inertial navigation system can achieve its autonomous navigation capabilities by fixing the sensor on the user´s shoes. Zero velocity updating (ZUPT) can correct the tracking of navigation algorithm. This paper proposes an adaptive algorithm of threshold value in ZUPT of PNS. The test results show that the adaptive algorithm can effectively correct the error of tracking. The tracking of navigation algorithm with zero velocity updating is very close to the real track of walker.
Keywords :
computerised instrumentation; inertial navigation; inertial systems; micromechanical devices; mobile computing; GPS signal loses; MEMS inertial sensors; PNS; ZUPT; adaptive selection algorithm; autonomous navigation capabilities; indoor positioning; mass-production capability; personal navigation system; personnel walking real-time location; silicon-based sensors; strap-down inertial navigation system; threshold value; underground exploration; zero velocity updating; Adaptive algorithms; Foot; Inertial navigation; Legged locomotion; Micromechanical devices; Sensors; Adaptive threshold value; MEMS; Personal navigation system; Zero velocity updating;
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
DOI :
10.1109/ChiCC.2014.6896770