• 대한전자공학회:학술대회논문집
• /
• 대한전자공학회 2000년도 하계종합학술대회 논문집(1)
• /
• pp.209-212
• /
• 2000

In this paper, effect of imperfect power control on performance of a pseudonoise (PN) code tracking loop is analyzed and simulated for a direct-sequence/code-division multiple access (DS/CDMA) system. The multipath fading channel is modeled as a two-ray Rayleigh fading model. Power control error is modeled as a log-normally distributed random variable. The tracking performance of DLL (delay-locked-loop) is evaluated in terms of tracking jitter and mean-time-to-lose-lock (MTLL). From the simulation results, it is shown that the PN tracking performance is very sensitive to the power control error.

• ETRI Journal
• /
• 제27권6호
• /
• pp.810-813
• /
• 2005

This letter presents an analytical framework for a performance analysis of the imperfect direct-sequence code division multiple access (DS-CDMA) closed-loop power control (CLPC) loop with loop delay, channel estimation error, and power control command bit error as the parameters under a Rayleigh flat fading environment. The proposed model is verified through a comparison between analytical results and simulation ones.

• KSII Transactions on Internet and Information Systems (TIIS)
• /
• 제6권10호
• /
• pp.2493-2508
• /
• 2012

The performance of a MIMO system with adaptive modulation (AM) and space-time coding over Ricean fading channels for perfect and imperfect channel state information (CSI) is presented. The fading gain value is partitioned into a number of regions by which the modulation is adapted according to the region the fading gain falls in. Under a target bit error rate (BER) constraint, the switching thresholds for AM are given. Based on these results, we derive the calculation formulae of the theoretical spectrum efficiency (SE) and average BER. As a result, closed-form SE expression and accurate BER expression are respectively obtained. Besides, using the approximation of complementary error function, a tightly closed-form approximation of average BER is also derived to simplify the calculation of accurate theoretical BER. Computer simulation shows that the theoretical SE and BER are in good agreement with the corresponding simulation, and the approximate BER is also close to the accurate one. The results show that the AM scheme in Ricean fading channel provides better SE than that in Rayleigh fading channel due to the direct-path propagation, and has performance degradation in SE and BER for imperfect CSI.

• Journal of Communications and Networks
• /
• 제13권4호
• /
• pp.327-338
• /
• 2011

With the incitation to reduce power consumption and the aggressive reuse of spectral resources, there is an inevitable trend towards the deployment of small-cell networks by decomposing a traditional single-tier network into a multi-tier network with very high throughput per network area. However, this cell size reduction increases the complexity of network operation and the severity of cross-tier interference. In this paper, we consider a downlink two-tier network comprising of a multiple-antenna macrocell base station and a single femtocell access point, each serving multiples users with a single antenna. In this scenario, we treat the following beamforming optimization problems: i) Total transmit power minimization problem; ii) mean-square error balancing problem; and iii) interference power minimization problem. In the presence of perfect channel state information (CSI), we formulate the optimization algorithms in a centralized manner and determine the optimal beamformers using standard convex optimization techniques. In addition, we propose semi-decentralized algorithms to overcome the drawback of centralized design by introducing the signal-to-leakage plus noise ratio criteria. Taking into account imperfect CSI for both centralized and semi-decentralized approaches, we also propose robust algorithms tailored by the worst-case design to mitigate the effect of channel uncertainty. Finally, numerical results are presented to validate our proposed algorithms.

• 한국통신학회:학술대회논문집
• /
• 한국통신학회 2006년도 하계종합학술발표회 논문 초록집
• /
• pp.575-575
• /
• 2006

• 한국통신학회논문지
• /
• 제33권8C호
• /
• pp.617-626
• /
• 2008

기회적 빔포밍(OBF)은 채널이 거의 변하지 않는 환경에서도 기지국에서 랜덤 빔을 발생시켜서 인위적으로 다중 사용자 다이버시티 이득을 얻는 기법이며, 궤환 정보량도 순시 SNR 정보만을 필요로 한다. 이러한 이점에도 불구하고 수신단에서의 채널 추정 오류는 부정확한 순시 SNR의 원인이 된다. 특히 추정된 SNR에 의해 선택된 AMC 레벨이 실제 채널 용량보다 큰 전송율을 요구할 때는 패킷의 손실이 불가피 하다. 본 논문에서는 채널 추정 성능을 고려하여 계산한 보수적 인자를 이용해 추정된 SNR을 인위적으로 감소시킴으로써 성능 저하를 방지하는 보수적 링크 적응 방식을 제안한다. 제안된 보수적 인자는 실제 채널 SNR과 감소된 추정 SNR의 차이의 최대값의 분산을 최소화 하도록 계산된다. 이를 위해 실제 채널 SNR과 추정된 SNR의 차이의 통계량을 수학적으로 분석하였다. 실제 LS 추정기를 적용한 컴퓨터 시뮬레이션 결과 채널 추정 오류가 있는 상황에서 제안된 방식이 추정 오류로 저하된 평균 수율 성능을 두 배 이상 향상시키고, 비례적 공정 스케줄러의 공평성 성능을 손상시키지 않음도 확인하였다.

• ETRI Journal
• /
• 제37권1호
• /
• pp.11-20
• /
• 2015

This paper deals with optimal power allocation for channel estimation of orthogonal frequency-division multiplexing uplinks in time-varying channels. In the existing literature, the estimation of time-varying channel response in an uplink environment can be accomplished by estimating the corresponding channel parameters. Accordingly, the optimal power allocation studied in the literature has been in terms of minimizing the mean square error of the channel estimation. However, the final goal for channel estimation is to enable the application of coherent detection, which usually means high spectral efficiency. Therefore, it is more meaningful to optimize the power allocation in terms of capacity. In this paper, we investigate capacity with imperfect channel estimation. By exploiting the derived capacity expression, an optimal power allocation strategy is developed. With this developed power allocation strategy, improved performance can be observed, as demonstrated by the numerical results.

• KSII Transactions on Internet and Information Systems (TIIS)
• /
• 제14권4호
• /
• pp.1837-1860
• /
• 2020

We propose a general framework for studying resource allocation problem and the tradeoff between spectral efficiency (SE) and energy efficiency (EE) for downlink traffic in power domain-non-orthogonal multiple access (PD-NOMA) and device to device (D2D) based heterogeneous cloud radio access networks (H-CRANs) under imperfect channel state information (CSI). The aim is jointly optimize radio remote head (RRH) selection, spectrum allocation and power control, which is formulated as a multi-objective optimization (MOO) problem that can be solved with weighted Tchebycheff method. We propose a low-complexity algorithm to solve user association, spectrum allocation and power coordination separately. We first compute the CSI for RRHs. Then we study allocating the cell users (CUs) and D2D groups to different subchannels by constructing a bipartite graph and Hungrarian algorithm. To solve the power control and EE-SE tradeoff problems, we decompose the target function into two subproblems. Then, we utilize successive convex program approach to lower the computational complexity. Moreover, we use Lagrangian method and KKT conditions to find the global optimum with low complexity, and get a fast convergence by subgradient method. Numerical simulation results demonstrate that by using PD-NOMA technique and H-CRAN with D2D communications, the system gets good EE-SE tradeoff performance.

• 한국정보통신학회논문지
• /
• 제16권2호
• /
• pp.246-252
• /
• 2012

STBC 방식에서는 여러 개의 송신 안테나를 사용함으로서 우수한 성능의 전송이 가능하다. 본 논문에서는 파일럿 심볼을 이용하여 채널을 추정하는 OFDM 시스템에 STBC 안테나 다이버시티 기법을 적용할 때의 시스템 성능을 분석한다. OFDM 전송표준 IEEE 802.16e에서 전송채널의 정보를 송신 측에 다시 보내어 STBC 시스템 성능을 더욱 향상 시키는 방식이 제시되고 있다. 한편, 파일럿 심볼을 이용하여 전송채널을 추정하는 현 시스템에서는 전송채널 추정에러로 인하여 시스템 성능이 열화 된다. 그러므로 채널추정 에러의 영향을 고려하여, 송신 신호가 다중경로 페이딩 채널을 통하여 전송될 때, 채널정보를 이용하는 STBC OFDM 시스템의 데이터 비트 오류율 성능을 분석한다.

• KSII Transactions on Internet and Information Systems (TIIS)
• /
• 제15권6호
• /
• pp.2204-2224
• /
• 2021

This paper studies secure wireless transmission from a multi-antenna transmitter to a single-antenna intended receiver overheard by multiple eavesdroppers with considering the imperfect channel state information (CSI) of wiretap channel. To enhance security of communication link, the artificial noise (AN) is generated at transmitter. We first design the robust joint optimal beamforming of secret signal and AN to minimize transmit power with constraints of security quality of service (QoS), i.e., minimum allowable signal-to-interference-and-noise ratio (SINR) at receiver and maximum tolerable SINR at eavesdroppers. The formulated design problem is shown to be nonconvex and we transfer it into linear matrix inequalities (LMIs). The semidefinite relaxation (SDR) technique is used and the approximated method is proved to solve the original problem exactly. To verify the robustness and tightness of proposed beamforming, we also provide a method to calculate the worst-case SINR at eavesdroppers for a designed transmit scheme using semidefinite programming (SDP). Additionally, the secrecy rate maximization is explored for fixed total transmit power. To tackle the nonconvexity of original formulation, we develop an iterative approach employing sequential parametric convex approximation (SPCA). The simulation results illustrate that the proposed robust transmit schemes can effectively improve the transmit performance.