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RETRACTED ARTICLE: Enhancement of energy efficiency in massive MIMO network using superimposed pilots

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This article was retracted on 05 July 2022

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Abstract

Fifth generation wireless communication intends to provide extensive improvement in energy efficiency of long-term evolution-advanced network. This feature can be accomplished by incorporating spatial multiplexing which involves base station antenna in large number known as massive multiple input multiple output system. The potential constraint of this system is pilot contamination which introduces interference instigated by reusing pilots from neighbor cells in a multicell system. The pilot contamination can be reduced by varying the length of pilot sequences. The conventional system known as regular pilot uses data and pilot symbols disjointly for transmission. The proposed system known as superimposed pilots overlays the pilot and data symbols for transmission. This superimposed pilot allows to use pilot symbols in an extended duration and in turn reduces the pilot contamination. To analyze the performance of both the pilots, precoding schemes like maximal ratio combing and zero forcing is used. To enhance the performance further antenna selection algorithm has been implemented along with the precoding scheme. This algorithm will choose the antennas with threshold level for maximization of energy efficiency. The simulation results will prove that superimposed pilot with antenna selection algorithm will archive high average rate and energy efficiency than the conventional random pilots.

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References

  • Alberto P, Francisco C, Bernardo G, Manuel F, Joze A, Gloria P, Carlos D, Fransisco S (2019) Smart care home system: a platform for e-Assistance. J Ambient Intell Humaniz Comput 10(10):3997–4021

    Article  Google Scholar 

  • Andrews JG, Buzzi S, Choi W, Hanly SV, Lozano A, Soong ACK, Zhang JC (2014) What will 5G be? IEEE J Sel Areas Commun 32(6):1065–1082

    Article  Google Scholar 

  • Asyhari AT, ten Brink S (2017) Orthogonal or superimposed pilots? A rate-efficient channel estimation strategy for stationary MIMO fading channels. IEEE Trans Wirel Commun 16(5):2776–2789

    Article  Google Scholar 

  • Aziz D, Kusume K, Queseth O et al (2015) D8.4: Metis final project report. ICT-317669-METIS, Tech. Rep

  • Björnson E, Larsson EG, Marzetta TL (2016) Massive MIMO: ten myths and one critical question. IEEE Commun Mag 54(2):114–123

    Article  Google Scholar 

  • Bjornson E, Sanguinetti L, Hoydis J, Debbah M (2015) Optimal design of energy-efficient multi-user MIMO systems: is massive MIMO the answer? IEEE Trans Wirel Commun 14(6):3059–3075

    Article  Google Scholar 

  • Cheng Z, Wang Z, Guo X, Han Z, Ristaniemi T (2017) Energy-efficient resource allocation for wireless powered massive MIMO system with imperfect CSI. IEEE Trans Green Commun Netw 1(2):121–130

    Article  Google Scholar 

  • Cisco (2015) Visual networking index: global mobile data traffic forecast update, 2014–2019. Tech. Rep

  • Fan Wu, Lili Xu, Kumari S, Li X, Das AK, Shen J (2018) A lightweight and anonymous RFID tag authentication protocol with cloud assistance for e-healthcare applications. Journal of Ambient Intelligence and Humanized Computing 9(4):919–930

    Article  Google Scholar 

  • Gao X, Edfors O, Rusek F, Tufvesson F (2015) Massive MIMO performance evaluation based on measured propagation data. IEEE Trans Wirel Commun 14(7):3899–3911

    Article  Google Scholar 

  • Hoydis J, Hoek C, Wild T, ten Brink S (2012) Channel measurements for large antenna arrays. In: Proceedings of IEEE int. symposium wireless communication system (ISWCS), Paris, pp 811–815

  • Kay SM (1993) Fundamentals of statistical signal processing: estimation theory. Prentice Hall, New Jersey

    MATH  Google Scholar 

  • Larsson EG, Edfors O, Tufvesson F, Marzetta TL (2014) Massive MIMO for next generation wireless systems. IEEE Commun Mag 52(2):186–195

    Article  Google Scholar 

  • Li J, Zhang H, Li D, Chen H (2015) On the performance of wireless-energy-transfer-enabled massive MIMO systems with superimposed pilot-aided channel estimation. IEEE J Mag 3:2014–2027

    Google Scholar 

  • Li Y, Nam Y-H, Ng BL, Zhang J (2012) A non-asymptotic throughput for massive MIMO cellular uplink with pilot reuse. In: Proc. IEEE GLOBECOM, pp 4500–4504

  • Malathi D, Subraminiyaswamy V, Vijayakumar V (2019) Fog-assisted Personalized healthcare-support system for remote patients with diabetes. J Ambient Intell Humaniz Comput 10(10):3747–3760

    Article  Google Scholar 

  • Marzetta TL (2010) Noncooperative cellular wireless with unlimited numbers of base station antennas. IEEE Trans Wirel Commun 9(11):3590–3600

    Article  Google Scholar 

  • Marzetta TL, Larsson EG, Yang H, Ngo HQ (2016) Fundamentals of massive MIMO. Cambridge Press, Cambridge

    Book  Google Scholar 

  • Mestoui J, El Ghzaoui M, Fattah M, Hmamou A, Foshi J (2019) Performance analysis of CE-OFDM-CPM Modulation using MIMO system over wireless channels. J Ambient Intell Humaniz Comput 1–9

  • Mezghani A, Nossek JA (2011) Power efficiency in communication systems from a circuit perspective. In: IEEE international symposium of circuits and systems, pp 1896–1899.

  • Muller RR, Cottatellucci L, Vehkaper M (2014) Blind pilot decontamination. IEEE J Sel Top Signal Process 8(5):773–786

    Article  Google Scholar 

  • Mochaourab R, Bjornson E, Bengtsson M (2016) Adaptive pilot clustering in heterogeneous massive MIMO networks. IEEE Trans Wirel Commun 15(8):5555–5568

    Article  Google Scholar 

  • Ngo HQ, Larsson EG, Marzetta TL (2013) Energy and spectral efficiency of very large multiuser MIMO systems”. IEEE Trans Commun 61(4):1436–1449

    Article  Google Scholar 

  • Rusek F et al (2013) Scaling up MIMO: Opportunities and challenges with very large arrays. IEEE Signal Process Mag 30(1):40–60

    Article  Google Scholar 

  • Upadhya K, Vorobyov SA, Vehkapera M (2017) Superimposed pilots are superior for mitigating pilot contamination in massive MIMO. IEEE Trans Signal Process 65(11):2917–2932

    Article  MathSciNet  Google Scholar 

  • Verenzuela D, Björnson E, Sanguinetti L (2018) Spectral and energy efficiency of superimposed pilots in uplink massive MIMO. IEEE Trans Wirel Commun 17(11):7099–7115

    Article  Google Scholar 

  • Wang W, Xiu Y, Zhang Z (2019) FDD massive MIMO downlink channel estimation with complex hybrid generalized approximate message passing algorithm. J Ambient Intell Humaniz Comput 10(5):1769–1786

    Article  Google Scholar 

  • Yang H, Marzetta TL (2013) Total energy efficiency of cellular large-scale antenna system multiple access mobile networks. In: Proceedings of IEEE online green communication, pp 27–32

  • Yin H, Gesbert D, Filippou M, Liu Y (2013) A coordinated approach to channel estimation in large-scale multiple-antenna systems. IEEE J Sel Areas Commun 31(2):264–273

    Article  Google Scholar 

  • Zhang H, Gao S, Li D, Chen H, Yang L (2016) On superimposed pilot for channel estimation in multicell multiuser MIMO uplink: large system analysis. IEEE Trans Veh Technol 65(3):1492–1505

    Article  Google Scholar 

  • Zheng K, Zhao L, Mei J, Shao B, Xiang W, Hanzo L (2015) Survey of large-scale MIMO systems. IEEE Commun Surv Tuts 17(3):1738–1760

    Article  Google Scholar 

Download references

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Correspondence to Surender Ragunathan.

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This article has been retracted. Please see the retraction notice for more detail: https://doi.org/10.1007/s12652-022-04303-z

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Ragunathan, S., Perumal, D. RETRACTED ARTICLE: Enhancement of energy efficiency in massive MIMO network using superimposed pilots. J Ambient Intell Human Comput 12, 7391–7398 (2021). https://doi.org/10.1007/s12652-020-02414-z

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  • DOI: https://doi.org/10.1007/s12652-020-02414-z

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