Accuracy of Perceptron based beamforming for embedded smart and MIMO antennas

QR Code

Accuracy of Perceptron based beamforming for embedded smart and MIMO antennas

Array antennas have a nonlinear, complex relationship between the antenna beams generated and the array input functions that generate the steerable beams. In this paper we demonstrate the use of a simple, computationally less intensive Perceptron Neural Network with non-linear sigmoid activation fun...

Full description

Bibliographic Details
Main Authors:	Senthilkumar, K.S., Pirapaharan, K., Lakshmanan, Gurusamy, Hoole, P.R.P, Hoole, S.R.H.
Format:	Article
Language:	English
Published:	IEEE 2017
Subjects:	T Technology (General)
Online Access:	http://ir.unimas.my/id/eprint/15721/ http://ir.unimas.my/id/eprint/15721/1/Accuracy%20of%20Perceptron%20Based%20Beamforming%20%28abstract%29.pdf

Similar Items

A single beam smart antenna for wireless communication in a highly reflective and narrow environment
by: Pirapaharan, K., et al.
Published: (2017)

Parameters of cloud to cloud and intra-cloud lightning strikes to CFC and metallic aircraft structures
by: Fisher, J., et al.
Published: (2017)

A Design of a 345-kV Electric Power Transmission Line Interlinking Ramu and Rouna Grids in Papua New Guinea
by: Francis, Sakato, et al.
Published: (2017)

Pre-Lightning Strikes and Aircraft Electrostatics
by: Fisher, J., et al.
Published: (2017)

Lightning Protection of Aircraft, Power Systems and Houses Containing IT Network Electronics
by: Hoole, P.R.P, et al.
Published: (2017)

Performance Analysis of Smart Antenna Based on MVDR Beamformer using Rectangular Antenna Array
by: Suhail Najm, Shahab, et al.
Published: (2015)

Smart antenna design based on direction of arrival (DOA) and beamforming optimization
by: Islam, Md. Rafiqul, et al.
Published: (2010)

A survey on zero-forcing beamformer design under per-antenna power constraints for multiuser MIMO systems
by: Li, Bin, et al.
Published: (2015)

Beamforming Algorithms for Adaptive Array Antenna
by: Nurul Hazlina, Noordin, et al.
Published: (2014)

Joint Power Control and Beamforming for Interference MIMO Relay Channel
by: Khandaker, Muhammad, et al.
Published: (2011)

Optimal Beamforming for Non-Regenerative MIMO Relays with Direct Link
by: Rong, Yue, et al.
Published: (2009)

Tackling Inhomogeneous Open Boundary Designs by the Finite-Element Method
by: Nadarajah, Nandakumaran, et al.
Published: (2008)

Adaptive RLMS Algorithm for Antenna Array Beamforming
by: Srar, Jalal, et al.
Published: (2009)

Optimal Joint Source and Relay Beamforming for Parallel MIMO Relay Networks
by: Toding, Apriana, et al.
Published: (2010)

Joint Power Control and Beamforming for Peer-to-Peer MIMO Relay Systems
by: Khandaker, Muhammad, et al.
Published: (2011)

Optimal Joint Source and Relay Beamforming for MIMO Relays with Direct Link
by: Rong, Yue
Published: (2010)

A New LLMS Algorithm for Antenna Array Beamforming
by: Srar, Jalal Abdulsayed, et al.
Published: (2010)

Opto-VLSI-based beamformer for radio-frequency phased-array antennas
by: Xiao, F., et al.
Published: (2012)

A reduced complexity zero-forcing beamformer design for multiuser MIMO systems
by: Li, Bin, et al.
Published: (2017)

Interference MIMO Relay Channel: Joint Power Control and Transceiver-Relay Beamforming
by: Khandaker, Muhammad, et al.
Published: (2012)

Adaptive beamforming of steerable array monopole antenna for WLAN application
by: Amer Asem, Abdullah
Published: (2018)

Conformal antenna array for MIMO applications
by: Elwi, Taha A., et al.
Published: (2014)

A highly efficient algorithm for phased-array mmWave massive MIMO beamforming
by: Althuwayb, Ayman Abdulhadi, et al.
Published: (2021)

Effects of linear array antenna parameters to the performance of LMS beamforming algorithms
by: Adam, Ibrahim A. H., et al.
Published: (2009)

Single-Port Beamforming Algorithm for 3-Faceted Phased Array Antenna
by: Nurul Hazlina, Noordin, et al.
Published: (2013)

A fast low complexity method for optimal zero-forcing beamformer MU-MIMO system
by: Dam, Hai Huyen Heidi, et al.
Published: (2015)

Digital beamforming implementation of switch-beam smart antenna system by using integrated digital signal processor and field-programmable gate array
by: Vakilian, Vida
Published: (2008)

Wideband mimo antenna development for wireless communication
by: Abdul Wafiy, Kassim
Published: (2021)

Development of SATB based on LIEH shaped patch antenna for digital beamforming system
by: Islam, Mohammad Tariqul, et al.
Published: (2007)

AMC-integrated reconfigurable beamforming folded dipole antenna with parasitic and RF MEMS
by: Herwansyah, Lago, et al.
Published: (2016)

Antenna Selection for MIMO Nonorthogonal Multiple Access Systems
by: Yu, Yu, et al.
Published: (2018)

Scalable MIMO dual band Wi-Fi antenna
by: Chan, Chee Kin, et al.
Published: (2016)

Antenna and frequency diversity improvement in mimo wimax technology.
by: Kadhim, Mohammed Aboud
Published: (2011)

On the sparse beamformer design
by: Gao, M., et al.
Published: (2018)

Multi-user mmWave MIMO channel estimation with hybrid Beamforming over frequency selective fading channels
by: Uwaechia, Anthony Ngozichukwuka, et al.
Published: (2020)

Robust Minimum Variance Adaptive Beamformers and Multiuser MIMO Receivers: From the Worst-Case to Probabilistically Constrained Designs
by: Vorobyov, S., et al.
Published: (2006)

MVDR Algorithm Based Linear Antenna Array Performance Assessment For Adaptive Beamforming Application
by: Shahab, Suhail Najm, et al.
Published: (2017)

Antenna selection in MIMO cognitive radio-inspired NOMA systems
by: Yu, Yu, et al.
Published: (2017)

Power allocation optimization for oam-mimo systems with unaligned antennas
by: Xiong, Xusheng, et al.
Published: (2022)

On the indoor beamformer design with reverberation
by: Li, Z., et al.
Published: (2014)