Dynamics analysis and applications of neural networks

... investigations of neural networks, both in dynamics analysis and applications 1.2 Scope and Contributions One focus of the thesis lies on the improvement of the training algorithm of feedforward neural networks ... 1905 DYNAMICS ANALYSIS AND APPLICATIONS OF NEURAL NETWORKS BY TANG HUA-JIN (M.Eng Shanghai Jiao Tong Univ.) A THESIS SUBMITTED FOR THE DEGREE...

Ngày tải lên: 16/09/2015, 17:13

... understanding of the theory of type- 2 fuzzy logic, Chapter provides a brief description of the fundamental theory of type- 2 fuzzy logic including the basics of type- 2 fuzzy set and type- 2 fuzzy logic ... Type- 2 Fuzzy Sets 21 Centroid of a Type- 2 Fuzzy Set 23 2. 2.1 Centroid of a Type- 2 Fuzzy Set 23 2. 2 .2 Centroid...

Ngày tải lên: 09/09/2015, 18:49

Ngày tải lên: 31/03/2014, 15:22

... construction of backbones for wireless sensor networks, that is, subsets of nodes that span the network, and all other nodes are within one hop from one of them Such structures can be used for a million ... push forward Note that the work applies not only to sensor networks, but to general wireless networks as well, and should be read with this in mind You have got them...

Ngày tải lên: 22/06/2014, 19:20

... Wireless IP Networks Through Class-Based Queuing 323 11 .1 Introduction 323 11 .2 Wireless Network and Channel Model 325 11 .3 Design of Wireless Scheduling Algorithms 326 11 .3 .1 Wireline and Wireless ... Nature of IP Traffic Self-Similar Processes 14 4 14 9 x Traffic Analysis and Design of Wireless IP Networks Statistical Analysis of No...

Ngày tải lên: 14/08/2014, 14:20

... data, and video terminals, multiple modes 28 Traffic Analysis and Design of Wireless IP Networks 2. 5 .2. 3 UMTS Frequency Bands In 19 92, the World Administrative Radio Conference (WARC- 92) identified ... standardized by 3GPP, and cdma2000 standardized by 3GPP2 In both concepts the mainstream is towards: 36 Traffic Analysis and Design of Wireless IP Netw...

Ngày tải lên: 14/08/2014, 14:20

... 86 Traffic Analysis and Design of Wireless IP Networks Interference is a consequence of the reuse of the same or adjacent frequency bands in the same or neighboring cells The design of radio networks ... 84 Traffic Analysis and Design of Wireless IP Networks Reuse factor 2/7 2/7 7/7 7/7 3/ 7 1/7 6/7 3/ 7 1/7 6/7 4/7 5/7 2/7 AM FL Y 5/7 4/7 7/7 3/...

Ngày tải lên: 14/08/2014, 14:20

... (4. 56) 3µ Figure 4. 8 State-diagram for Erlang’s loss formula (n –1)µ nµ 108 Traffic Analysis and Design of Wireless IP Networks Using (4. 49) and (4. 50), which we proved for the general case of ...  (4. 66) 110 Traffic Analysis and Design of Wireless IP Networks The Erlang-B formula has been used throughout the last century, and it continuous to be u...

Ngày tải lên: 14/08/2014, 14:20

... collections from different networks We also 144 Traffic Analysis and Design of Wireless IP Networks 5. 4.1 Nature of IP Traffic AM FL Y use VBR video traces due to the specifics of this traffic These traces ... 0 0 .5 1 .5 Time (seconds) (a) 2 .5 3 .5 5,000,000 TCP traffic (byte/10 sec) 4 ,50 0,000 4,000,000 3 ,50 0,000 3,000,000 2 ,50 0,000 2,000,000 1 ,50...

Ngày tải lên: 14/08/2014, 14:20

... background TCP traffic (i.e., packet lengths may be generated using the histogram of empirical analysis of the background traffic) 182 Traffic Analysis and Design of Wireless IP Networks 6. 6.2.1 IP Telephony ... modeling WWW traffic is given in Table 6. 1 The average session arrival intensity depends on the number of users 1 86 Traffic Analysis and...

Ngày tải lên: 14/08/2014, 14:20

... Figures 7. 9 and 7. 10, when we use 512-Kbps service’s data rate and a blocking probability of 1% in the former and 1% and 2% in the latter cases 236 Traffic Analysis and Design of Wireless IP Networks ... control scheme in wireless IP networks with multiple traffic classes 244 Traffic Analysis and Design of Wireless IP Networks AM FL Y lo...

Ngày tải lên: 14/08/2014, 14:20

... 1.0E–03 80 82 84 86 88 90 92 94 Threshold (logical channels) 96 Figure 8. 14 Call dropping probability for a scenario with three mini-classes 98 260 Traffic Analysis and Design of Wireless IP Networks ... (packet/sec) 14 16 18 20 Figure 8. 8 Average delay of A3 packets as a function of new call intensity in a cell for different A thresholds 256 Traffic Analysi...

Ngày tải lên: 14/08/2014, 14:20