Common problems researchers identify · 01Wireless Sensor Network Beamforming Issues
169 papers21.0% of this theme group
Researchers highlight challenges in distributed beamforming, connectivity, and energy use for sensor networks.
Beamforming (166) · Wireless (55) · Channel (24) · Computer network (23)
Distributed and Collaborative Beamforming in Wireless Sensor Networks: Classifications, Trends, and Research Directions
Distributed Beamforming for Wireless Sensor Networks With Improved Graph Connectivity and Energy Efficiency
Common problems researchers identify · 02Acoustic Beamforming Limitations
132 papers16.4% of this theme group
Papers discuss noise, transducer constraints, and signal-loss effects that hinder acoustic beamforming performance.
Beamforming (118) · Acoustics (20) · Transducer (6) · Noise (9)
APPLICATION OF PLANAR BEAMFORMING METHOD TO IDENTIFICATION OF SPINNING ACOUSTIC MODES
Improved beamforming by accounting for multiple domain shifts and sources of signal loss
Common problems researchers identify · 03Massive MIMO Deployment Barriers
131 papers16.3% of this theme group
Studies identify scalability, interference, and hardware obstacles in next‑generation multi‑user MIMO systems.
MIMO (130) · 3G MIMO (35) · Multi-user MIMO (24) · Telecommunications (39)
Massive MIMO for next generation wireless systems
Mobile Cell-Free Massive MIMO: Challenges, Solutions, and Future Directions
Common problems researchers identify · 04Coordinated Beamforming for 5G
105 papers13.0% of this theme group
Works examine practical difficulties in coordinated multipoint and large‑scale antenna deployments for cellular networks.
MIMO (52) · Beamforming (55) · Telecommunications (30) · Software deployment (14)
Exploring Coordinated Multipoint Beamforming Strategies for 5G Cellular
Practical Large Scale Antenna Systems for 5G cellular networks
Common problems researchers identify · 05Spectral Efficiency and Interference
100 papers12.4% of this theme group
Research points to lattice‑based techniques and full‑duplex interference as key efficiency challenges.
Spectral efficiency (20) · Lattice reduction (6) · Lattice (6) · Interference (15)
Full-Duplex Cellular Networks
A Review of Techniques and Challenges in Green Communication
Common problems researchers identify · 06MIMO Radar Integration Challenges
94 papers11.7% of this theme group
Papers address mutual interference and control complexities when merging MIMO radar with communication links.
MIMO (88) · Radar (20) · Control theory (13) · Electronic engineering (26)
MIMO OFDM Radar-Communication System with Mutual Interference Cancellation
A Survey on Over-The-Air Linearization Methods for MIMO Systems
Common problems researchers identify · 07Phased‑Array Scaling Obstacles
74 papers9.2% of this theme group
Studies focus on antenna array design, sensitivity, and millimeter‑wave scaling problems.
Phased array (30) · Antenna array (15) · Beamforming (60) · Antenna (24)
High-Sensitivity Phased Array Receivers for Radio Astronomy
Scaling Millimeter-Wave Phased Arrays: Challenges and Solutions