Abstract:
A basic problem in time of arrival (TOA)-based locating systems using narrow-band ultrasound (NBU) is how to improve the location update rate for tracking multiple target...Show MoreMetadata
Abstract:
A basic problem in time of arrival (TOA)-based locating systems using narrow-band ultrasound (NBU) is how to improve the location update rate for tracking multiple targets. It is challenging because each ongoing ultrasound (US) signal occupies the channel for a rather long time because the slow propagation speed in air and it is hard to encode information in the narrow-band US. In this paper, we investigate to allow multiple NBU targets to transmit signals concurrently and to determine their locations by signal processing, which is called locating in chorus mode. The key observation is the signal interference characteristics of the concurrently chorusing targets. Based on it, the necessary and sufficient conditions for the receivers to determine the TOAs from multiple concurrently transmitting targets are investigated. However, because NBU cannot encode the target's ID, the detected TOAs are lacking labels of the target ID, causing ambiguities in location estimation. We exploited both historical consistence and self-consistence methods to narrow down the possible IDs of the TOAs and proposed probabilistic particle filter algorithm to disambiguate the motion trajectories of targets based on the targets' motion pattern consistency. A prototype of chorus-mode NBU locating system was developed. Extensive evaluations of both simulations and prototype experiments showed the effectiveness of the proposed theories and algorithms. In the testbed experiment, chorus locating provided 300% refreshing rate improvements compared with exclusive locating method, while the accuracy is still kept.
Published in: IEEE Journal on Selected Areas in Communications ( Volume: 33, Issue: 11, November 2015)
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- IEEE Keywords
- Index Terms
- Identification Of Targets ,
- Slow Speed ,
- Refresh Rate ,
- Arrival Time ,
- Filtering Algorithm ,
- Particle Filter ,
- Local Updates ,
- Target Trajectory ,
- Ultrasound Signals ,
- Air Speed ,
- Collision ,
- Target Location ,
- Localization Accuracy ,
- Pairwise Distances ,
- Wireless Systems ,
- Least Squares Estimation ,
- Time Slot ,
- Multiple Access ,
- Triangle Inequality ,
- Radio Frequency Signal ,
- Exclusive Mode ,
- Aftershocks ,
- Rising Edge ,
- Transmission Scheduling ,
- Ultrasound Pulses ,
- Tracking Results ,
- Ultrasound Waves ,
- Sharp Turn ,
- Radio Reception ,
- Target Velocity
- Author Keywords
- Author Free Keywords
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Identification Of Targets ,
- Slow Speed ,
- Refresh Rate ,
- Arrival Time ,
- Filtering Algorithm ,
- Particle Filter ,
- Local Updates ,
- Target Trajectory ,
- Ultrasound Signals ,
- Air Speed ,
- Collision ,
- Target Location ,
- Localization Accuracy ,
- Pairwise Distances ,
- Wireless Systems ,
- Least Squares Estimation ,
- Time Slot ,
- Multiple Access ,
- Triangle Inequality ,
- Radio Frequency Signal ,
- Exclusive Mode ,
- Aftershocks ,
- Rising Edge ,
- Transmission Scheduling ,
- Ultrasound Pulses ,
- Tracking Results ,
- Ultrasound Waves ,
- Sharp Turn ,
- Radio Reception ,
- Target Velocity
- Author Keywords
- Author Free Keywords