Robust Algorithms for DOA Estimation and Adaptive Beamforming in Wireless Mobile Communications
نویسندگان
چکیده
This paper presents a tool for the modelling, analysis and simulation of direction-of-arrival (DOA) estimation and adaptive beamforming needed in the design of smart antenna arrays for wireless mobile communications. The developed tool implements the Minimum Variance Distortionless Response (MVDR) algorithm for DOA estimation and the Least Mean Squares (LMS) algorithm for adaptive beamforming. Performance of each algorithm is investigated with respect to the variation of a number of parameters that related to the signal environment and sensor array. Results of numerical simulation are useful for the design of smart antennas systems with optimal performance. Hence, the developed simulation tool can be used to improve and accelerate the design of wireless networks. It can also be used for computer-aided learning of modern communication systems utilizing smart antenna arrays.
منابع مشابه
2-D Spatial Smoothing for Multipath Coherent Signal Separation
0018-9251/98/$10.00 ID 1998 IEEE As the digital signal processing technologies advance, the use of adaptive arrays to combat multipath fading and to reduce interference becomes increasingly valuable as a means of adding capacity to mobile communications. There are many optimum adaptive array combining algorithms. Among them, the high resolution direction finding based constrained adaptive beamf...
متن کاملDifferent Wideband Direction of Arrival(DOA) Estimation methods: An Overview
This paper presents an overview of different types of wideband direction of Arrival (DOA) estimation methods. Direction-finding algorithms have straight forward applications in Sonar and Radar, and are also useful in advanced satellite and cellular communication systems for adaptive beamforming of smart antennas. Coherent Signal Subspace Processing (CSSM), one of the earliest wideband DOA estim...
متن کاملAdaptive Multiuser Detection and Beamforming for Interference Suppression in CDMA Mobile Radio Systems
This paper considers the problem of interference suppression in direct-sequence code-division multiple-access (DSCDMA) systems over fading channels. An adaptive array receiver is presented which integrates multiuser detection, beamforming, and RAKE reception to mitigate cochannel interference and fading. The adaptive multiuser detector is formulated using a blind constrained energy minimization...
متن کاملBeamspace Low Complexity Partially Adaptive Beamforming and Angle of Arrival Estimation
Several applications such as RADAR, SONAR, underwater, space-satellite communication systems involve the use of very large arrays. In these cases the computational complexity related to array processing algorithms can become prohibitive for both adaptive interference cancellation and directions of arrival (DOA) estimation (or in general, parameters estimation). Herein we deal with the problem o...
متن کاملImplementation of the direction of arrival estimation algorithms by means of GPU-parallel processing in the Kuda environment (Research Article)
Direction-of-arrival (DOA) estimation of audio signals is critical in different areas, including electronic war, sonar, etc. The beamforming methods like Minimum Variance Distortionless Response (MVDR), Delay-and-Sum (DAS), and subspace-based Multiple Signal Classification (MUSIC) are the most known DOA estimation techniques. The mentioned methods have high computational complexity. Hence using...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- IJBDCN
دوره 2 شماره
صفحات -
تاریخ انتشار 2006