Skip to content

Update README.md #5

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
liuzhidan wants to merge 1 commit into
base: main
Choose a base branch
from
Open

Update README.md #5

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
22 changes: 20 additions & 2 deletions README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,5 +1,18 @@
# DeepGPS
This repository is the official PyTorch implementation of DeepGPS:
This repository is the official PyTorch implementation of DeepGPS, which has been published in IEEE Transactions on Mobile Computing (TMC), a primer journal in the field of mobile computing.

If you find our DeepGPS usefull, please kindly cite our TMC paper, whose bibtex is given below.

@article{liu2022deepgps,
title={{DeepGPS}: deep learning enhanced {GPS} positioning in urban canyons},
author={Liu, Zhidan and Liu, Jiancong and Xu, Xiaowen and Wu, Kaishun},
journal={IEEE Transactions on Mobile Computing},
volume={23},
number={1},
pages={376--392},
year={2022},
publisher={IEEE}
}

## Installation
Requirements: Python >= 3.5, Anaconda3
Expand Down Expand Up @@ -30,4 +43,9 @@ Each .npz file contains contextual information and ground truth for one position
- npz_file['arr_3']：The relative coordinate of corrected point (The original point is at (50,50)).
- npz_file['arr_4']：Gaussian Peak Representaiton for ground truth.
- npz_file['arr_5']：Skyplot Matrix.
```
```
## Download a Well-Trained Model
The weights of a well-trained model can be downloaded from Baidu Cloud Storage (百度网盘), with information as follows:
链接：https://pan.baidu.com/s/1ehZHT895ass9PEZ3AsFaTQ?pwd=jb0w
提取码：jb0w