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A design of multi-cycle detector for cognitive radios
Jun WANG, Guangguo BI
Front Elect Electr Eng Chin. 2011, 6 (4): 501-506.
https://doi.org/10.1007/s11460-011-0180-9
Cognitive radio (CR) is a promising technology. The most fundamental problem of CR is spectrum sensing. Energy detector is often considered for spectrum sensing in CR, and if the noise power is exactly known, energy detector has admirable performance. However, in practice, noise power is always inexactly known. To solve this problem, Dandawate [Dandawate et al. IEEE Transactions on Signal Processing, 1994, 42(9): 2355–2369] has proposed a nonparametric single-cycle detector based on cyclostationarity, which is robust to noise uncertainty. In this paper, based on Dandawate’s single-cycle detector, a joint multi-cycle detector is further proposed, which is also nonparametric and immune from noise uncertainty. Simulation results have shown the validity and superiority over single-cycle detector of the proposed detector.
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A novel and effective multi-constrained QoS routing scheme in WMNs
Lianggui LIU, Weiqiang XU, Huiling JIA, Jie WU
Front Elect Electr Eng Chin. 2011, 6 (4): 507-514.
https://doi.org/10.1007/s11460-011-0118-2
Multi-constrained quality of service (QoS) routing aims at finding an optimal path that satisfies a set of QoS parameters, as an NP complete problem, which is also a big challenge for wireless mesh networks (WMNs). Heuristic algorithms with polynomial and pseudo-polynomial-time complexities are often used to deal with this problem. However, existing solutions, most of which suffered either from excessive computational complexities or from low performance, were proposed only for wired networks and cannot be used directly in wireless mesh networks. In this paper, we propose a novel routing scheme based on mean field annealing (MFA-RS) to solve this problem. MFA-RS first uses a function of two QoS parameters, wireless link’s delay and transmission success rate as the cost function, and then seeks to find a feasible path by MFA. Because MFA-RS uses a set of deterministic equations to replace the stochastic process in simulated annealing (SA) and uses saddle point approximation in the calculation of the stationary probability distribution at equilibrium, the convergence time is much less than the routing scheme based on SA (SA-RS). Simulation results demonstrate that MFA-RS is an effective algorithm and is very fit for WMNs.
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A method of ICI cancellation for OFDM with delay diversity
Jing TANG, Ping ZHANG
Front Elect Electr Eng Chin. 2011, 6 (4): 521-527.
https://doi.org/10.1007/s11460-011-0157-8
In orthogonal frequency division multiplexing (OFDM) system, the time variation of a wireless channel destroys orthogonality among the sub-carriers, and this induces inter-carriers interference (ICI) and degrades system performance severely in mobile environment. In this paper, a new method of ICI cancellation based on delay diversity (DD) was proposed, which provides a way to mitigate the negative effect from the time variation of the wireless paths, thus improve the system performance greatly. The new method was called time-domain self-interference cancellation (TDSIC) algorithm, which is different from other existing methods, such as frequency-domain method. In a cyclically extended OFDM system, the fading characteristics of extended OFDM symbols with different cyclic delay are different with each other, so in our TDSIC method, a new diversity collection scheme at the receiver end is proposed, which can be used to improve the system performance by suppressing ICI through selecting appropriate parameters. Moreover, the cyclically extended OFDM symbol at the transmitter side and diversity collection with different delay added OFDM symbols at the receiver side are used in the TDSIC method with the tradeoff of time-expense, so the well-known fixed delay for symbol at the transmitter side may be detected by the receiver side through estimating several parameters of wireless channels. In summary, the key of the TDSIC method is to improve the system performance with the cost of time. Based on performance analysis, simulation has proved that TDSIC may effectively improve the performance of the time-variant wireless channel.
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A new encoder rate-allocation method for distributed video coding
Xiaoran HAO, Anni CAI, Bojin ZHUANG
Front Elect Electr Eng Chin. 2011, 6 (4): 535-541.
https://doi.org/10.1007/s11460-011-0160-0
Distributed video coding (DVC) is a new video coding architecture. Compared with traditional video coding schemes, DVC has a simple encoder and complex decoder, which makes it suitable for circumstances where the encoder equipments are simple but the decoder equipments are complex. Most of the existing DVC architectures use decoder rate allocation method with the help of feedback channel. According to the results of the current decoding round, the decoder informs the encoder by feedback channel whether more parity bits are needed. The use of feedback channel not only increases the system delay, but also limits the use of DVC to instances where there is no feedback channel. In this paper, we propose a novel encoder rate allocation method. First, the simple three-step motion estimation is introduced into the encoder to estimate the side information of the decoder, and then the number of parity bits the decoder needs for each bit-plane is allocated at the encoder according to the difference of the estimated side information and the current Wyner-Ziv (WZ) frame. Experiment results indicate that the accuracy of the proposed method is 5.18%–52.93% higher than that of the method proposed by Morbee.
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Speech enhancement based on modified a priori SNR estimation
Yu FANG, Gang LIU, Jun GUO
Front Elect Electr Eng Chin. 2011, 6 (4): 542-546.
https://doi.org/10.1007/s11460-011-0181-8
To solve the frame delay problem and match the previous frame, Plapous et al. [IEEE Transactions on Audio, Speech, and Language Processing, 2006, 14(6): 2098–2108] introduced a novel approach called two-step noise reduction (TSNR) technique to improve the performance of the speech enhancement system. However, TSNR approach results in spectral peaks of short duration and the broken spectral outlier, which degrade the spectral characteristics of the speech. To solve this problem, a cepstral smoothing step is added in order to remove these spectral peaks brought by TSNR approach. Theory analysis shows that the proposed approach can effectively smooth the spectral peaks and keep the spectral outlier so as to protect the speech characteristics. Experiment results also show that the proposed approach can bring significant improvement compared to decision-directed (DD) and TSNR approaches, especially in non-stationary noisy environments.
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Design and analysis of control system using neural network for regulated DC power supply
Z I DAFALLA, Jihad Alkhalaf BANI-YOUNIS, L K WAH
Front Elect Electr Eng Chin. 2011, 6 (4): 567-574.
https://doi.org/10.1007/s11460-011-0158-7
Conventional control systems used for regulated power supplies, including the proportional integral and derivation (PID) controller, have some serious disadvantages. The PID controller has a delayed feedback associated with the control action and requires a lot of mathematical derivations. This paper presents a novel controlling system based on the artificial neural network (ANN), which can be used to regulate the output voltage of the DC power supply. Using MATLABTM, the designed control system was tested and analyzed with two types of back-propagation algorithms. This paper presents the results of the simulation that includes sum-squared error (SSE) and mean-squared error (MSE), and gives a detailed comparison of these values for the two algorithms. Hardware verification of the new system, using RS232 interface and Microsoft Visual Basic 6.0, was implement- ed, showing very good consistency with the simulation results. The proposed control system, compared to PID and other conventional controllers, requires less mathematical derivation in design and it is easier to implement.
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