Abstract
Range estimation between a base station (BS) and target that are unsynchronized in time is obtained by two-way ranging where both sides are transmitting and receiving. In the conventional two-way range estimation approach, the time of arrivals at BS and target are estimated separately and thus correlation between the uplink and downlink channels is ignored. In this paper, we develop a maximum likelihood range estimator, in multipath conditions, where the received signals distribution is approximated as Gaussian and the time of arrivals at BS and target are jointly estimated. The estimator is convenient for implementation and utilizes the uplink and downlink statistical dependency and, hence, obtains a performance advantage over the conventional suboptimal approach. An analytical analysis of the estimator is also developed, which is used to gain insight on the estimator performance.
| Original language | English |
|---|---|
| Article number | 6719549 |
| Pages (from-to) | 1619-1633 |
| Number of pages | 15 |
| Journal | IEEE Transactions on Signal Processing |
| Volume | 62 |
| Issue number | 7 |
| DOIs | |
| State | Published - 1 Apr 2014 |
Keywords
- Two-way ranging
- location estimation
- multipath
- round trip delay (RTD)
- round trip time (RTT)
- time of arrival (TOA)
All Science Journal Classification (ASJC) codes
- Signal Processing
- Electrical and Electronic Engineering