A Joint Positioning Algorithm in Industrial IoT Environments with mm-Wave Communications
Open Access
Abstract
With the real restriction of packet size and transmission power, a joint UL-AoA (Uplink Angle of Arrival) and UL-TDOA (Uplink Time Difference of Arrival) positioning method is discussed for the Industrial Internet of Things (IIoT), which demands high accuracy of position information. One motivation of the UL positioning method of IIoT is an asymmetric network and uplink traffic is dominant in most identified scenarios. Further, IIoT sensors are power limited for low cost, compared to the transmission power of base stations and other normal user equipment. This paper considers an environment of a 5G-enabled IIoT network with massive Multiple input multiple output (MIMO) antennas, beamforming and millimeter operating bands. After reviewing downlink positioning reference signal (PRS) and uplink sounding reference signal for positioning (SRS-Pos), a general system model and a theoretical localization problem is derived under the joint positioning method. The provided simulation results help to investigate the impact of system configurations on positioning measurements. Further, through the test in this paper, it is proved that joint positioning outperforms that of the time only or angle only method.Keywords
Funding Information
- National Key Research and Development Program of China (2020YFF0305401)
This publication has 16 references indexed in Scilit:
- Successive Localization and Beamforming in 5G mmWave MIMO Communication SystemsIEEE Transactions on Signal Processing, 2019
- Position Locationing for Millimeter Wave Systems2018
- TDOA-AOA Localization Based on Improved Salp Swarm Algorithm2018
- Survey of Cellular Mobile Radio Localization Methods: From 1G to 5GIEEE Communications Surveys & Tutorials, 2017
- Unified Near-Field and Far-Field Localization for AOA and Hybrid AOA-TDOA PositioningsIEEE Transactions on Wireless Communications, 2017
- The Generalized Cross-Correlation Method for Time Delay Estimation of Infrasound Signal2015
- An Asymptotically Efficient Estimator in Closed-Form for 3-D AOA Localization Using a Sensor NetworkIEEE Transactions on Wireless Communications, 2015
- Timing advanced estimation algorithm of low complexity based on DFT spectrum analysis for satellite systemChina Communications, 2015
- Indoor Tracking: Theory, Methods, and TechnologiesIEEE Transactions on Vehicular Technology, 2015
- Multiple emitter location and signal parameter estimationIEEE Transactions on Antennas and Propagation, 1986