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This paper utilizes an adaptive modulation and coding (AMC) scheme and compares the performance of adaptation between single-user multiple input multiple output (SU-MIMO) and multi-user (MU) MIMO with that of SU-MIMO. In long term evolution (LTE), every UE only needs to feed back SU-MIMO rank 1 channel quality indicator (CQI) which could get feedback overhead and computational complexity reduction...
A design method for FIR digital filter is presented. Frequency domain constraints and a parameterized expression of the filter family under adaptation, a corresponding training set is created and a global minimization process is executed. The adopted numerical optimization algorithm is based upon the simulated annealing paradigm and its implementation is known as fuzzy adaptive simulated annealing...
Most of the mill concentrator determine the mill load according to the noise and the ball mill operating current, and it's low accuracy. So a mill load forecasting soft-sensor model based on the fundamental factors that reflecting the mill load is researched, Rough set theory is apply to optimization modeling data, applications RBF neural networks buliding mill load soft-sensor model and train the...
A cross-layer resource allocation and scheduling scheme in the downlink of MIMO-OFDMA systems is proposed to provide quality of service (QoS) guarantees to real-time traffics and non-real-time traffics in case of heavy-traffic. The proposed algorithm aims to maximize the efficient system throughput with the constraints of packet error rate, delay, packets dropping rate and buffer size. At the medium...
Traffic models play an important role in nowadays' network, such as engineering, designing and evaluating the network and its performance. But performance predictions from wireless networking laboratory experiments seem to dismatch what is really deployed in future cognitive heterogeneous networks. To generate an appropriate traffic model is one of the major factors hampering researchers' ability...
In this paper a framework and cognitive process behavior model for a novel type of adaptive data network was proposed. Furthermore, access network selection and admission control mechanisms are integrated into a procedure defined as access control. The access control mechanism is based on cognitive process, and enables all network elements involved to achieve self-awareness, self-configuration, and...
In this paper, we propose a temporal extension to an extended ERT model and extend database temporal models to handle the fuzzy numbers. The concept of lifespan for entities and relationships is incorporated in the FTER model. We specify a fuzzy temporal query and update temporal language which is an extension from the TQuel language. The concepts of fuzzy temporal expressions, fuzzy temporal selection,...
Regenerative braking is an important function for a hybrid electric bus with many stop-to-go drive conditions. Yet an accurate nonlinear model for the composite brake system in HEV and a nonlinear model-based control design for a series-parallel hybrid electric bus have not been fully studied. This paper describes the brake system with regenerative braking function, and a special brake pedal is applied...
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