Multiuser hybrid precoder design using logarithmic hyperbolic filtering for millimeter wave communication systems
Hybrid precoding is an emerging solution for millimeter wave massive MIMO system to achieve reduced complexity and enhanced spectral efficiency. Hybrid precoding fully exploits spatial information to achieve high channel gain which reduces excessive path loss. The research presented in this paper is...
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| Vydáno v: | Wireless networks Ročník 30; číslo 1; s. 139 - 150 |
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| Hlavní autoři: | , , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
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01.01.2024
Springer Nature B.V |
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| ISSN: | 1022-0038, 1572-8196 |
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| Abstract | Hybrid precoding is an emerging solution for millimeter wave massive MIMO system to achieve reduced complexity and enhanced spectral efficiency. Hybrid precoding fully exploits spatial information to achieve high channel gain which reduces excessive path loss. The research presented in this paper is aiming at the design of optimal precoder which is based on Logarithmic hyperbolic cosine cost function with ZA and RZA criterion and has the advantage of reduced RF Chains. The channel state information (CSI) is generated by using random values of angle of arrival (AoA) and angle of departure (AoD) information. This CSI information is crucial to generate the precoding matrices and the row wise elements of the digital precoding matrix are recursively updated by using hyperbolic cosine filtering algorithm. Proposed precoder achieves spectral efficiency of 13 bps/Hz with 20 dB SNR which is comparatively higher than the precoders designed using other state of art methods. The performance is tested by varying base station antennas, mobile station antennas and number of users. The achievable spectral efficiency with variation of antenna elements and users establish the superior performance of the precoder. Thus the design can be suitable for fifth and next generation wireless communication systems when higher data rate is the requirement in millimeter wave band. |
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| AbstractList | Hybrid precoding is an emerging solution for millimeter wave massive MIMO system to achieve reduced complexity and enhanced spectral efficiency. Hybrid precoding fully exploits spatial information to achieve high channel gain which reduces excessive path loss. The research presented in this paper is aiming at the design of optimal precoder which is based on Logarithmic hyperbolic cosine cost function with ZA and RZA criterion and has the advantage of reduced RF Chains. The channel state information (CSI) is generated by using random values of angle of arrival (AoA) and angle of departure (AoD) information. This CSI information is crucial to generate the precoding matrices and the row wise elements of the digital precoding matrix are recursively updated by using hyperbolic cosine filtering algorithm. Proposed precoder achieves spectral efficiency of 13 bps/Hz with 20 dB SNR which is comparatively higher than the precoders designed using other state of art methods. The performance is tested by varying base station antennas, mobile station antennas and number of users. The achievable spectral efficiency with variation of antenna elements and users establish the superior performance of the precoder. Thus the design can be suitable for fifth and next generation wireless communication systems when higher data rate is the requirement in millimeter wave band. Hybrid precoding is an emerging solution for millimeter wave massive MIMO system to achieve reduced complexity and enhanced spectral efficiency. Hybrid precoding fully exploits spatial information to achieve high channel gain which reduces excessive path loss. The research presented in this paper is aiming at the design of optimal precoder which is based on Logarithmic hyperbolic cosine cost function with ZA and RZA criterion and has the advantage of reduced RF Chains. The channel state information (CSI) is generated by using random values of angle of arrival (AoA) and angle of departure (AoD) information. This CSI information is crucial to generate the precoding matrices and the row wise elements of the digital precoding matrix are recursively updated by using hyperbolic cosine filtering algorithm. Proposed precoder achieves spectral efficiency of 13 bps/Hz with 20 dB SNR which is comparatively higher than the precoders designed using other state of art methods. The performance is tested by varying base station antennas, mobile station antennas and number of users. The achievable spectral efficiency with variation of antenna elements and users establish the superior performance of the precoder. Thus the design can be suitable for fifth and next generation wireless communication systems when higher data rate is the requirement in millimeter wave band. |
| Author | Sahoo, Harish Kumar Sahoo, Swetaleena Sarkar, Manidipa Nanda, Sarita |
| Author_xml | – sequence: 1 givenname: Swetaleena surname: Sahoo fullname: Sahoo, Swetaleena organization: School of Electronics Engineering, KIIT – sequence: 2 givenname: Manidipa surname: Sarkar fullname: Sarkar, Manidipa organization: School of Electronics Engineering, KIIT – sequence: 3 givenname: Harish Kumar surname: Sahoo fullname: Sahoo, Harish Kumar organization: School of Electronics Engineering, KIIT – sequence: 4 givenname: Sarita orcidid: 0000-0002-1671-5946 surname: Nanda fullname: Nanda, Sarita email: sarita22579@rediffmail.com organization: School of Electronics Engineering, KIIT |
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| SubjectTerms | Algorithms Angle of arrival Antennas Communications Engineering Computer Communication Networks Cost function Efficiency Electrical Engineering Engineering Filtration Hybrid systems Hyperbolic functions IT in Business Logarithms Millimeter waves Networks Original Paper Radio equipment Spatial data Trigonometric functions Wireless communication systems Wireless networks |
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| Title | Multiuser hybrid precoder design using logarithmic hyperbolic filtering for millimeter wave communication systems |
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