How can i use distributed approach(federated learning)for traffic offloading and forwarding in D2D networks? which ML technique is suitable for this?

i want to implement D2D communication in omnet++ with simuLTE. my topic is Distributed traffic offloading approach using Machine learning and content distribution in d2d network to reduce latency...

17 January 2021 6,465 3 View

The impact of different poisson's ratios when analysising field vibration?

The Poisson's ratio of soil is quite difficult for us geo-engineers to obtain. I came across a problem when I tried to determine the parameters in a FEM model. For the saturated clay in...

02 January 2021 8,971 3 View

When we regulate by tricolor light signals in VISSIM, should we make all the conflict zones inactive?

hi everyone, I have developed a simulation of a roundabout with a fixed time regulation, the lines of traffic lights in the roundabout are for vehicle storage. my question is: when we regulate by...

16 December 2020 1,923 3 View

How to check labels of CTU-13 network traffic dataset?

I am trying to study the network traffic detection, and someone suggests me to choose CTU-13 dataset as ML model training and testing dataset. I have downloaded the CTU-13 pcap files, but I do not...

14 December 2020 7,460 1 View

Need help in vissim VisVap ? pedCrossing ?

Hello everyone, hope you are doing well. I made a simple traffic actuated control logic using VisVAP Stage 1 is for Vehicle Stage 2 is for Ped the compilation in VisVap run with success, but...

07 December 2020 553 3 View

Which demand generation method is suitable in SUMO traffic simulator?

I wish to simulate a scenario in SUMO as follows: I wish to define some vehicles that are randomly located in a residential area on the network, and then these vehicles will move to their...

25 November 2020 3,196 2 View

Is it possible to generate the same scenario in MATSIM Simulator?

As far as I know, the same plan might create different events when executed multiple times in MATSIM. But, I am looking for a way that whenever I run a particular scenario for my agents, the...

13 November 2020 8,544 1 View

To what extent do motorhomes and other large vehicles degrade road surfaces in relation to cars and other light vehicles?

I am studying the effects on the road system of a rural region of a drastic increase in traffic, particularly Motorhomes. My question is this, do motorhomes and other large vehicles have a...

22 October 2020 8,146 3 View

How to perform IDS on real traffic using machine learning?

I'm working on IDS using machine learning on real traffic. basically, Lots of work has been done on datasets and I have found a very few works on testing on real traffic. So I want to know how can...

18 October 2020 2,485 3 View

Regrading Air traffic control tower ?

15 October 2020 9,921 1 View