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Position estimation with a millimeter-wave massive MIMO system based on distributed steerable phased antenna arrays
Nenad Vukmirović1, Miloš Janjić1,2, Petar M Djurić3
11School of Electrical Engineering, University of Belgrade, Belgrade, Serbia.
This study introduces a new massive MIMO architecture for precise indoor position estimation using mmWave frequencies. The system achieves high accuracy without time synchronization, benefiting future wireless communications.
Area of Science:
- Electrical Engineering
- Wireless Communications
- Signal Processing
Background:
- Accurate indoor localization is crucial for emerging applications.
- Millimeter-wave (mmWave) frequencies offer high bandwidth but face challenges in localization accuracy.
- Massive MIMO systems provide spatial multiplexing gains but require efficient localization strategies.
Purpose of the Study:
- To propose a novel massive MIMO architecture for precise position estimation in mmWave indoor environments.
- To develop advanced localization algorithms addressing challenges like high side lobes in spatially coherent localization.
- To enable efficient multiuser localization without requiring transmitter-receiver time synchronization.
Main Methods:
- A distributed steerable phased antenna subarray architecture for massive MIMO systems.
- Multistage/multiresolution search algorithms to mitigate high side lobes.
- Simulations in line-of-sight (LOS) and specular multipath scenarios.
Main Results:
- Localization error is a small fraction of the carrier wavelength.
- Achievable accuracy under reasonable system parameters (SNR, antenna configuration, subarray aperture).
- Demonstrated effectiveness in both LOS and specular multipath environments.
Conclusions:
- The proposed massive MIMO architecture and algorithms enable highly accurate indoor mmWave localization.
- The system is robust, does not require time synchronization, and supports multiuser scenarios.
- This approach has the potential to significantly enhance capacity and efficiency in future mmWave massive MIMO systems.
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