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Title: :  OPTIMIZED MIMO DETECTION TECHNIQUE
PaperId: :  17569
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 4 2022
DUI:    16.0415/IJARIIE-17569
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
K.DeepthiDept. of ECE VNR Vignana Jyothi Institute of Engineering & Technology Hyderabad, India
K. RithikDept. of ECE VNR Vignana Jyothi Institute of Engineering & Technology Hyderabad, India
P. VyshnaviDept. of ECE VNR Vignana Jyothi Institute of Engineering & Technology Hyderabad, India
P.RajashekarDept. of ECE VNR Vignana Jyothi Institute of Engineering & Technology Hyderabad, India
N. PradeepDept. of ECE VNR Vignana Jyothi Institute of Engineering & Technology Hyderabad, India

Abstract

Computer Engineering
ZF, MIMO,SD,
For both downlink and uplink cases, linear detectors such as Zero Forcing (ZF) or Minimum Mean Square Error (MMSE) are critical. These linear detectors, on the other hand, necessitate matrix inversion is a computationally intensive operation in big structures. We point out in this study that finding the ZF/MMSE solution does not need computing an exact inverse, and that an approximate inverse might yield equivalent results. When the quantized answer computed using the approximate inverse and the precise inverse are the same, this is achievable. We calculate how much approach may be permitted in order for this to happen. As a result, we recommend that existing iterative approaches be used to obtain approximate inverse with a low level of low-complexity. We demonstrate that inversion utilizing iterative approaches can produce equivalent error performance after a reasonable number of rounds. Furthermore, we demonstrate the benefits of utilizing an estimated inverse aren’t restricted to sequential detectors, but may also be applied to non- sequential detectors like sphere decoders (SD). In the case of any SD that necessitates matrix inversion an approximate inverse can be employed. We show that using the approximate inverse results in a lower radius, which minimizes the search space and thus the complexity. The numerical results back up our contention that utilizing approximate matrix inversion in large/massive MIMO systems reduces decoding complexity without sacrificing performance owing to mistakes.

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IJARIIE K.Deepthi, K. Rithik, P. Vyshnavi, P.Rajashekar, and N. Pradeep. "OPTIMIZED MIMO DETECTION TECHNIQUE" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 4 2022 Page 195-201
MLA K.Deepthi, K. Rithik, P. Vyshnavi, P.Rajashekar, and N. Pradeep. "OPTIMIZED MIMO DETECTION TECHNIQUE." International Journal Of Advance Research And Innovative Ideas In Education 8.4(2022) : 195-201.
APA K.Deepthi, K. Rithik, P. Vyshnavi, P.Rajashekar, & N. Pradeep. (2022). OPTIMIZED MIMO DETECTION TECHNIQUE. International Journal Of Advance Research And Innovative Ideas In Education, 8(4), 195-201.
Chicago K.Deepthi, K. Rithik, P. Vyshnavi, P.Rajashekar, and N. Pradeep. "OPTIMIZED MIMO DETECTION TECHNIQUE." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 4 (2022) : 195-201.
Oxford K.Deepthi, K. Rithik, P. Vyshnavi, P.Rajashekar, and N. Pradeep. 'OPTIMIZED MIMO DETECTION TECHNIQUE', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 4, 2022, p. 195-201. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/OPTIMIZED_MIMO_DETECTION_TECHNIQUE_ijariie17569.pdf (Accessed : ).
Harvard K.Deepthi, K. Rithik, P. Vyshnavi, P.Rajashekar, and N. Pradeep. (2022) 'OPTIMIZED MIMO DETECTION TECHNIQUE', International Journal Of Advance Research And Innovative Ideas In Education, 8(4), pp. 195-201IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/OPTIMIZED_MIMO_DETECTION_TECHNIQUE_ijariie17569.pdf (Accessed : )
IEEE K.Deepthi, K. Rithik, P. Vyshnavi, P.Rajashekar, and N. Pradeep, "OPTIMIZED MIMO DETECTION TECHNIQUE," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 4, pp. 195-201, Jul-Aug 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/OPTIMIZED_MIMO_DETECTION_TECHNIQUE_ijariie17569.pdf [Accessed : ].
Turabian K.Deepthi, K. Rithik, P. Vyshnavi, P.Rajashekar, and N. Pradeep. "OPTIMIZED MIMO DETECTION TECHNIQUE." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 4 ().
Vancouver K.Deepthi, K. Rithik, P. Vyshnavi, P.Rajashekar, and N. Pradeep. OPTIMIZED MIMO DETECTION TECHNIQUE. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : ]; 8(4) : 195-201. Available from: https://ijariie.com/AdminUploadPdf/OPTIMIZED_MIMO_DETECTION_TECHNIQUE_ijariie17569.pdf
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