I. Introduction
A key technique that improves the reliability of wireless communication systems is antenna beamforming. Antenna beamforming is widely used in various communication and sensing technologies demonstrating its ability to boost data throughput, minimize interference, and enhance signal quality. We will examine numerous communication and sensing scenarios in which antenna beamforming devices are used so-phisticatedly. A lot of home networking and Wi-Fi routers use antenna beamforming. Here, several antennas and embedded technologies integrate to dynamically route Wi-Fi signals to-ward devices, also removing dead zones and enhancing signal strength. In 4G and 5G networks, beamforming becomes an essential tool when discussing cellular communication [1]. Beamforming is a skill that small cells and base stations use well to provide better coverage and higher data rates, particularly in highly congested metropolitan environments. The need for beamforming is further highlighted by the satellite communication domain, which establishes stable links with satellites in orbit. Embedded systems in satellite ground stations and terminals skillfully modify antenna patterns to maintain stable connections, especially in remote areas where connectivity is critical. The effectiveness of the antenna beam-forming in target recognition and tracking is demonstrated in radar and sensor applications [2]. Antenna beamforming in radar systems demonstrates their flexibility in focusing the beam on certain regions of interest to increase accuracy and reduce false alarms.