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...International conference on information technology and business issn improving relay matrices for mimo multi communication using gradient projection apriana toding dept electrical engineering universitas kristen indonesia paulus makassar sul sel email aprianatoding ukipaulus ac id abstract in this paper we design the optimal propose multiple input output mimorelaycommunication systems with parallel nodes projected pg approach which signicantly show that amplifying reduces computational complexity of have a beamforming structure power loading algorithm is developed to minimize mean squared error mse signal waveform addition estimation at destination node simulation result demonstrate constrain each more practical effectiveness proposed matrix compared constraints as constraint may system exceed available budget simula bit rate performance index terms mimorelay network beamform tion ing non regenerative i introduction rest organized follows section ii weintroducethesystemmodelofmimorelay...