2010Studies in Informatics and ControlOpen access

Application of DOA Estimation Algorithms in Smart Antennas Systems

Tanuja Satish Dhope, Dina Šimunić, Marijan Djurek

Open full text 13 citations

Abstract

Concept of wireless communication systems which use smart antennas is based on digital signal processing algorithms.Thus, the smart antennas systems become capable to locate and track signals by both: users and interferers and dynamically adapts the antenna pattern to enhance the reception in Signal-Of-Interest direction and minimizing interference in Signal-Of-Not-Interest direction.Hence, Space Division Multiple Access system, which uses smart antennas, is being used more often in wireless communications, because it shows improvement in channel capacity and co-channel interference.However, performance of smart antenna system greatly depends on efficiency of digital signal processing algorithms.The algorithm uses the Direction of Arrival (DOA) algorithms to estimate the number of incidents plane waves on the antenna array and their angle of incidence.This paper investigates performance of the DOA algorithms such as MUSIC, ESPRIT and ROOT MUSIC on the uniform linear array in the presence of white noise.The simulation results show that MUSIC algorithm is the best.The resolution of the DOA techniques improves as number of snapshots, number of array elements and signal-to-noise ratio increases.

Open-access reader

About this research paper

What this paper is about

Concept of wireless communication systems which use smart antennas is based on digital signal processing algorithms.Thus, the smart antennas systems become capable to locate and track signals by both: users and interferers and dynamically adapts the antenna pattern to enhance the reception in Signal-Of-Interest direction and minimizing interference in Signal-Of-Not-Interest direction.Hence, Space Division Multiple Access system, which uses smart antennas, is being used more often in wireless communications, because it shows improvement in channel capacity and co-channel interference.However, performance of smart antenna system greatly depends on efficiency of digital signal processing algorithms.The algorithm uses the Direction of Arrival (DOA) algorithms to estimate the number of incidents plane waves on the antenna array and their angle of incidence.This paper investigates performance of the DOA algorithms such as MUSIC, ESPRIT and ROOT MUSIC on the uniform linear array in the presence of white noise.The simulation results show that MUSIC algorithm is the best.The resolution of the DOA techniques improves as number of snapshots, number of array elements and signal-to-noise ratio increases.

Why it matters

OpenAlex reports 13 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

Concept of wireless communication systems which use smart antennas is based on digital signal processing algorithms.Thus, the smart antennas systems become capable to locate and track signals by both: users and interferers and dynamically adapts the antenna pattern to enhance the reception in Signal-Of-Interest direction and minimizing interference in Signal-Of-Not-Interest direction.Hence, Space Division Multiple Access system, which uses smart antennas, is being used more often in wireless communications, because it shows improvement in channel capacity and co-channel interference.However, performance of smart antenna system greatly depends on efficiency of digital signal processing algorithms.The algorithm uses the Direction of Arrival (DOA) algorithms to estimate the number of incidents plane waves on the antenna array and their angle of incidence.This paper investigates performance of the DOA algorithms such as MUSIC, ESPRIT and ROOT MUSIC on the uniform linear array in the presence of white noise.The simulation results show that MUSIC algorithm is the best.The resolution of the DOA techniques improves as number of snapshots, number of array elements and signal-to-noise ratio increases.

Key concepts: Computer science, Estimation, Smart antenna, Algorithm, Speech recognition, Telecommunications, Directional antenna, Antenna (radio)

Related papers

Back to paper searchBrowse research topicsOriginal source
Application of DOA Estimation Algorithms in Smart Antennas Systems — Research Paper | ScholarLens