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Table Of Integrals Series And Products

Abstract A two-dimensional version of the Pennsylvania State University mesoscale model has been applied to Winter Monsoon Experiment data in order to simulate the diurnally occurring convection observed over the South China Sea. The domain includes a representation of part of Borneo as well as the sea so that the model can simulate the initiation of convection. Also included in the model are parameterizations of mesoscale ice phase and moisture processes and longwave and shortwave radiation with a diurnal cycle. This allows use of the model to test the relative importance of various heating mechanisms to the stratiform cloud deck, which typically occupies several hundred kilometers of the domain. Frank and Cohen's cumulus parameterization scheme is employed to represent vital unresolved vertical transports in the convective area. The major conclusions are: Ice phase processes are important in determining the level of maximum large-scale heating and vertical motion because there is a strong anvil componen...

Numerical study of convection observed during the Winter Monsoon Experiment using a mesoscale two-dimensional model [presentation]

Preface 1. Decision-Theoretic Foundations 1.1 Game Theory, Rationality, and Intelligence 1.2 Basic Concepts of Decision Theory 1.3 Axioms 1.4 The Expected-Utility Maximization Theorem 1.5 Equivalent Representations 1.6 Bayesian Conditional-Probability Systems 1.7 Limitations of the Bayesian Model 1.8 Domination 1.9 Proofs of the Domination Theorems Exercises 2. Basic Models 2.1 Games in Extensive Form 2.2 Strategic Form and the Normal Representation 2.3 Equivalence of Strategic-Form Games 2.4 Reduced Normal Representations 2.5 Elimination of Dominated Strategies 2.6 Multiagent Representations 2.7 Common Knowledge 2.8 Bayesian Games 2.9 Modeling Games with Incomplete Information Exercises 3. Equilibria of Strategic-Form Games 3.1 Domination and Ratonalizability 3.2 Nash Equilibrium 3.3 Computing Nash Equilibria 3.4 Significance of Nash Equilibria 3.5 The Focal-Point Effect 3.6 The Decision-Analytic Approach to Games 3.7 Evolution. Resistance. and Risk Dominance 3.8 Two-Person Zero-Sum Games 3.9 Bayesian Equilibria 3.10 Purification of Randomized Strategies in Equilibria 3.11 Auctions 3.12 Proof of Existence of Equilibrium 3.13 Infinite Strategy Sets Exercises 4. Sequential Equilibria of Extensive-Form Games 4.1 Mixed Strategies and Behavioral Strategies 4.2 Equilibria in Behavioral Strategies 4.3 Sequential Rationality at Information States with Positive Probability 4.4 Consistent Beliefs and Sequential Rationality at All Information States 4.5 Computing Sequential Equilibria 4.6 Subgame-Perfect Equilibria 4.7 Games with Perfect Information 4.8 Adding Chance Events with Small Probability 4.9 Forward Induction 4.10 Voting and Binary Agendas 4.11 Technical Proofs Exercises 5. Refinements of Equilibrium in Strategic Form 5.1 Introduction 5.2 Perfect Equilibria 5.3 Existence of Perfect and Sequential Equilibria 5.4 Proper Equilibria 5.5 Persistent Equilibria 5.6 Stable Sets 01 Equilibria 5.7 Generic Properties 5.8 Conclusions Exercises 6. Games with Communication 6.1 Contracts and Correlated Strategies 6.2 Correlated Equilibria 6.3 Bayesian Games with Communication 6.4 Bayesian Collective-Choice Problems and Bayesian Bargaining Problems 6.5 Trading Problems with Linear Utility 6.6 General Participation Constraints for Bayesian Games with Contracts 6.7 Sender-Receiver Games 6.8 Acceptable and Predominant Correlated Equilibria 6.9 Communication in Extensive-Form and Multistage Games Exercises Bibliographic Note 7. Repeated Games 7.1 The Repeated Prisoners Dilemma 7.2 A General Model of Repeated Garnet 7.3 Stationary Equilibria of Repeated Games with Complete State Information and Discounting 7.4 Repeated Games with Standard Information: Examples 7.5 General Feasibility Theorems for Standard Repeated Games 7.6 Finitely Repeated Games and the Role of Initial Doubt 7.7 Imperfect Observability of Moves 7.8 Repeated Wines in Large Decentralized Groups 7.9 Repeated Games with Incomplete Information 7.10 Continuous Time 7.11 Evolutionary Simulation of Repeated Games Exercises 8. Bargaining and Cooperation in Two-Person Games 8.1 Noncooperative Foundations of Cooperative Game Theory 8.2 Two-Person Bargaining Problems and the Nash Bargaining Solution 8.3 Interpersonal Comparisons of Weighted Utility 8.4 Transferable Utility 8.5 Rational Threats 8.6 Other Bargaining Solutions 8.7 An Alternating-Offer Bargaining Game 8.8 An Alternating-Offer Game with Incomplete Information 8.9 A Discrete Alternating-Offer Game 8.10 Renegotiation Exercises 9. Coalitions in Cooperative Games 9.1 Introduction to Coalitional Analysis 9.2 Characteristic Functions with Transferable Utility 9.3 The Core 9.4 The Shapkey Value 9.5 Values with Cooperation Structures 9.6 Other Solution Concepts 9.7 Colational Games with Nontransferable Utility 9.8 Cores without Transferable Utility 9.9 Values without Transferable Utility Exercises Bibliographic Note 10. Cooperation under Uncertainty 10.1 Introduction 10.2 Concepts of Efficiency 10.3 An Example 10.4 Ex Post Inefficiency and Subsequent Oilers 10.5 Computing Incentive-Efficient Mechanisms 10.6 Inscrutability and Durability 10.7 Mechanism Selection by an Informed Principal 10.8 Neutral Bargaining Solutions 10.9 Dynamic Matching Processes with Incomplete Information Exercises Bibliography Index

博弈论 : 矛盾冲突分析 = Game theory : analysis of conflict

Driven by the visions of Internet of Things and 5G communications, recent years have seen a paradigm shift in mobile computing, from the centralized mobile cloud computing toward mobile edge computing (MEC). The main feature of MEC is to push mobile computing, network control and storage to the network edges (e.g., base stations and access points) so as to enable computation-intensive and latency-critical applications at the resource-limited mobile devices. MEC promises dramatic reduction in latency and mobile energy consumption, tackling the key challenges for materializing 5G vision. The promised gains of MEC have motivated extensive efforts in both academia and industry on developing the technology. A main thrust of MEC research is to seamlessly merge the two disciplines of wireless communications and mobile computing, resulting in a wide-range of new designs ranging from techniques for computation offloading to network architectures. This paper provides a comprehensive survey of the state-of-the-art MEC research with a focus on joint radio-and-computational resource management. We also discuss a set of issues, challenges, and future research directions for MEC research, including MEC system deployment, cache-enabled MEC, mobility management for MEC, green MEC, as well as privacy-aware MEC. Advancements in these directions will facilitate the transformation of MEC from theory to practice. Finally, we introduce recent standardization efforts on MEC as well as some typical MEC application scenarios.

A Survey on Mobile Edge Computing: The Communication Perspective

Driven by the visions of Internet of Things and 5G communications, recent years have seen a paradigm shift in mobile computing, from the centralized Mobile Cloud Computing towards Mobile Edge Computing (MEC). The main feature of MEC is to push mobile computing, network control and storage to the network edges (e.g., base stations and access points) so as to enable computation-intensive and latency-critical applications at the resource-limited mobile devices. MEC promises dramatic reduction in latency and mobile energy consumption, tackling the key challenges for materializing 5G vision. The promised gains of MEC have motivated extensive efforts in both academia and industry on developing the technology. A main thrust of MEC research is to seamlessly merge the two disciplines of wireless communications and mobile computing, resulting in a wide-range of new designs ranging from techniques for computation offloading to network architectures. This paper provides a comprehensive survey of the state-of-the-art MEC research with a focus on joint radio-and-computational resource management. We also present a research outlook consisting of a set of promising directions for MEC research, including MEC system deployment, cache-enabled MEC, mobility management for MEC, green MEC, as well as privacy-aware MEC. Advancements in these directions will facilitate the transformation of MEC from theory to practice. Finally, we introduce recent standardization efforts on MEC as well as some typical MEC application scenarios.

• After a simple introduction of cognitive radio development in recent years, we focus on the issue of how to implement interference mitigation by power control techniques amongst multiple cognitive radios. An overview of concurrent power control schemes is provided first, then we point out the existing problems and new challenges of power control in cognitive radio networks, which leads us to concentrate on a novel mathematical model-game theory.

/pdf/power-control-for-cognitive-radios-a-mixed-strategy-game-o4zxgh43mh.pdf

Power Control for Cognitive Radios: A Mixed-Strategy Game-Theoretic Framework

A new minimum-total-mean-square-error (MTMSE) criterion based vector perturbation precoder is proposed for multi-user multi-stream MIMO downlink, which has much lower computational complexity and slightly better BER performance than the traditional MTMSE-MUMS-VP precoder we proposed before. Furthermore, the proposed precoder is verified on a Xilinx Virtex-4 FPGA at 400 MHz. Many slices resource can be saved due to the reduction of complexity, and with 16 QAM constellation the data throughput is up to 12.8 Gbit/s in a {2, 2, 2, 2} × 8 MIMO configuration.

/pdf/low-complexity-multi-user-multi-stream-mimo-vector-49wb56sk05.pdf

Low complexity multi-user multi-stream MIMO vector perturbation precoder for FPGA implementation

Gaucher's disease is a rare autosomal recessive genetic disease. Due to the decrease or lack of glucocerebrosidase (GBA) activity in lysosome caused by the mutation of GBA gene, its substrate glucocerebroside is detained in lysosome, resulting in clinical manifestations of liver, spleen, kidney, bone, hematopoietic system and even nervous system involvement. Here, we report a case of elderly patient presenting marked multiple bone destruction, with childhood medical history of splenectomy and "osteomyelitis". The patient has a significantly enlarged liver, accompanied by anemia, thrombocytopenia and osteopenia. Laboratory studies show this patient has low blood GBA activity and high glucosyl sphingosine level and increased chitotriosidase activity. Genetic testing revealed a homozygous missense variant NM_001005741.2 c.770A>G (p.Asp257Gly) in the patient's GBA gene. After 6 months of enzyme replacement therapy, the patient's platelets returned to normal, anemia improved, and liver volume decreased. Further detections show that the mother and brothers of the patient have heterozygous mutations at this locus, which is consistent with Mendelian inheritance law. Although this variant has not been reported in literatures or database, both clinical manifestations, characteristics of enzymology and biomarkers, and the effect of enzyme replacement therapy support the diagnosis of Gaucher's disease. The Asp257Gly variant is therefore assessed as a clinical pathogenic variant. This study expands the spectrum of the GBA gene variants. The diagnosis and treatment process of this case also provide reference for the early identification, diagnosis and early treatment of this kind of patients.

Diagnosis, treatment and genetic analysis of an elderly patient with Gaucher's disease characterized by marked multiple bone destruction.

A two-phase spatiotemporal adaptive transmission and spectrum sharing mechanism is designed for multi-input multi-output cooperative cognitive radio network (MIMO-CCRN) By employing cognitive user(s) as relay(s), performance of end-to-end primary transmission is improved On the other hand, secondary user (SU) can access to the spectrum for its own data transmission simultaneously with the primary, as a reward for assisting the primary's data delivery With the proposed scheme, multiple SU pairs participate in the data relaying, and share the access authority following a time division multiplexing mode By joint transmit precoding and receive filtering design, co-channel interference can be appropriately suppressed Moreover, bottleneck effect in the end-to-end primary link is studied, and an adaptive time slot division scheme is employed as a solution to bottleneck elimination Simulation results show that the primary spectral efficiency is improved with the assistance of SU(s) Time domain adaptation could effectively enhance the end-to-end performance Meanwhile, spatiotemporal multiplexing of different types of transmission facilitates the spectral efficiency As a result, a win-win situation for both the primary and secondary is achieved

Adaptive cooperative transmission and spectrum sharing in MIMO-CCRN

The hidden terminal problem is particularly common in wireless local networks (WLANs). It is the dominant factor to reduce throughput. In this paper, we develop a new method to improve throughput in WLANs with hidden terminals under the non-saturated condition. The hidden terminal problem may result in very large contention window size, so that much channel resource is wasted. Our method efficiently improves the contention probabilities for the station with very large contention window size. We analyze the performance of the proposed scheme by using Markov chain model. Moreover, we conduct simulation experiments under NS2, and show that our method can efficiently improve throughput performance when compared with the existing 802.11 protocol.

Jiandong Li

Papers

Power Control for Cognitive Radios: A Mixed-Strategy Game-Theoretic Framework

Low complexity multi-user multi-stream MIMO vector perturbation precoder for FPGA implementation

Diagnosis, treatment and genetic analysis of an elderly patient with Gaucher's disease characterized by marked multiple bone destruction.

Adaptive cooperative transmission and spectrum sharing in MIMO-CCRN

A novel data forwarding scheme in WLANs with hidden terminals