Outage Analysis of Cognitive Hybrid Satellite-Terrestrial Networks With Hardware Impairments and Multi-Primary Users

Guo, Kefeng; An, Kang; Zhang, Bangning; Huang, Yuzhen; Zheng, Gan

doi:10.1109/lwc.2018.2827067

Cited by 60 publications

(50 citation statements)

References 22 publications

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“…Specifically, our paper consists of the system model in [ 4 ] as a special case, where only a single PU, perfect hardware and accurate CSI are assumed. Furthermore, our work extends the works in [ 22 , 23 ] as a special case where only HIs and CEEs were considered, respectively.…”

Section: System Model and Problem Formulationsupporting

confidence: 52%

“…With no loss of generality, we assumed

, and through the whole figures we instructed

and

= 10 bit/s/Hz,

. The system and channel fading parameters are presented in Table 1 [ 22 ] and Table 2 [ 35 ], respectively.…”

Section: Numerical Resultsmentioning

confidence: 99%

“…The effects of HIs and co-channel interference on the STRN were first considered in [ 21 ]. In [ 22 ], the authors studied the individual impact of HIs on the CSTRN.…”

Section: Introductionmentioning

confidence: 99%

See 2 more Smart Citations

On the Performance of Cognitive Satellite-Terrestrial Relay Networks with Channel Estimation Error and Hardware Impairments

Guo

Zhang

et al. 2018

Sensors

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This paper investigates the joint impact of channel estimation errors (CEEs) and hardware impairments (HIs) on the performance of a cognitive satellite-terrestrial relay network (CSTRN), where the terrestrial and satellite links are considered following Rayleigh fading and shadowed Rician (SR) fading distributions, respectively. Besides, the terrestrial relay is working in half-duplex decode-and-forward (DF) mode. By employing a general and practical model to account for both the CEEs and HIs at each link, the end-to-end signal-to-noise-plus-distortion-and-error ratio (SNDER) is first obtained for the CSTRN. Then, closed-form expressions for the outage probability (OP) and throughput of the CSTRN are obtained, which allows us to demonstrate the aggregate impact of CEEs and HIs. In order to gain insightful findings, we further elaborate on the asymptotic OP and throughput at the high signal-to-noise-ratio (SNR) condition and quantitatively determine the fundamental performance ceiling. Finally, Monte Carlo (MC) computer simulations are provided to verify the correctness of the analytical results. Besides, with representative numerical analysis’s help, interesting findings are presented.

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Section: System Model and Problem Formulationsupporting

confidence: 52%

“…With no loss of generality, we assumed

, and through the whole figures we instructed

and

= 10 bit/s/Hz,

. The system and channel fading parameters are presented in Table 1 [ 22 ] and Table 2 [ 35 ], respectively.…”

Section: Numerical Resultsmentioning

confidence: 99%

See 1 more Smart Citation

On the Performance of Cognitive Satellite-Terrestrial Relay Networks with Channel Estimation Error and Hardware Impairments

Guo

Zhang

et al. 2018

Sensors

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“…Herein, the IoT devices not only can access the primary spectrum for their own communications, but can also incentivize the satellite network through cooperation. While the underlay STNs have been investigated in [9]- [11], the OSTN have been analyzed in [12]. Note that, in STNs, the co-channel interference originating from both extra-terrestrial (i.e., satellite interferers) and terrestrial (i.e., ground interferers) sources is inevitable.…”

Section: Introductionmentioning

confidence: 99%

Internet of Things-Enabled Overlay Satellite-Terrestrial Networks in the Presence of Interference

Sharma

Yogesh

Gupta

2020

2020 National Conference on Communications (NCC)

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In this paper, we consider an overlay satelliteterrestrial network (OSTN) where an opportunistically selected terrestrial IoT network assist primary satellite communications as well as access the spectrum for its own communications in the presence of combined interference from extra-terrestrial and terrestrial sources. Hereby, a power domain multiplexing is adopted by the IoT network by splitting its power appropriately among the satellite and IoT signals. Relying upon an amplifyand-forward (AF)-based opportunistic IoT network selection strategy that minimizes the outage probability (OP) of satellite network, we derive the closed-form lower bound OP expressions for both the satellite and IoT networks. We further derive the corresponding asymptotic OP expressions to examine the achievable diversity order of two networks. We show that the proposed OSTN with adaptive power splitting factor benefits IoT network while guaranteeing the quality of service (QoS) of satellite network. We verify the numerical results by simulations.

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“…By introducing relay technology into the satellite system, the hybrid satellite-terrestrial relay network (HSTRN) can significantly enhance signal coverage strength and coverage of the direct transmission link. To date, several works have examined the key performance indicators of HSTRN [ 1 , 2 , 3 , 4 , 5 , 6 , 7 ]. The authors in [ 8 ] derived the exact expression of the outage probability of HSTRN system and the asymptotic expression under high signal-to-noise ratio by using Meijer-G function, which revealed the diversity order and coding gain of the system.…”

Section: Introductionmentioning

confidence: 99%

Performance Optimization of Hybrid Satellite-Terrestrial Relay Network Based on CR-NOMA

Zhao

Liang

2020

Sensors

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The non-orthogonal multiple access (NOMA) scheme realizes the transmission of multiple user signals at the same time and frequency resource block through power domain multiplexing, which improves the system transmission rate and user fairness. In this paper, we propose a joint relay-and-antenna selection scheme based on the cognitive radio scenario. This scheme can achieve the maximum communication rate of the secondary user when the primary user maintains the optimal outage performance. In the considered system both terrestrial relays and users are deployed with multi-antenna configurations and the terrestrial relays adopt the decode-and-forward (DF) strategy to achieve communication between satellites and users. Then, we derive the exact outage probability expression of each user in the system and the asymptotic probability expression under high signal-to-noise ratio (SNR). Numeric results demonstrate that increasing the number of relays and antennas on the terrestrial nodes can both improve system outage performance. Moreover, the number of relays imposes a more obvious effect on the achievable system performance.

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Outage Analysis of Cognitive Hybrid Satellite-Terrestrial Networks With Hardware Impairments and Multi-Primary Users

Cited by 60 publications

References 22 publications

On the Performance of Cognitive Satellite-Terrestrial Relay Networks with Channel Estimation Error and Hardware Impairments

On the Performance of Cognitive Satellite-Terrestrial Relay Networks with Channel Estimation Error and Hardware Impairments

Internet of Things-Enabled Overlay Satellite-Terrestrial Networks in the Presence of Interference

Performance Optimization of Hybrid Satellite-Terrestrial Relay Network Based on CR-NOMA

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