---
# System prepended metadata

title: Thesis Idea Collection
tags: [others]

---

# Thesis Idea Collection

###### tags: `others`

[TOC]

## Reducing Latency for Wifi Networks
![](https://i.imgur.com/Dgs438I.png)
![](https://i.imgur.com/XYrKkse.png)
![](https://i.imgur.com/YudXLbB.png)

Posible Reason:
- Dual connectivity for uRLLC
- Unlicensed -> free to use for the industry
- in small scale factory, maybe wifi more desireable
  - wifi module (<60ntd Microcontroller included), Bluetooth More then 60ntd with less range)
  - More connectivity (Bluetooth max 8 devices) 

Possible Idea:
- Grant-free on wi-fi? or other uRLLC strategies?

![](https://i.imgur.com/vUctYo5.png)
for uRLLC, haven't got the idea how to implement these to wifi
from: https://ieeexplore.ieee.org/document/8269137

### Pros
- 
### Cons
- Theoritical
- haven't learnt a lot about Wifi


### Possible Idea
wifi IoT nature
Based on: https://ieeexplore.ieee.org/document/8057164/citations?tabFilter=papers#citations

## Edge Computing & Gateway on one Device (edge on gateway)
![](https://i.imgur.com/LLc56Ky.png)

my previous work: https://www.ijrte.org/wp-content/uploads/papers/v8i5/E5894018520.pdf
*the paper use LAN for connecting to the real server
My job is adding the LoRA connection

### Pros
- direct implementation
- easier(?), have learnt from the paper
- not hard to find job related to this?
### Cons
- can do it by my self (to much combination, not industry standard)
- probably no contribution?

## AI on RRM / RIC
- for now only get dataset from Amin Azari
https://github.com/AminAzari/cellular-traffic-analysis/
- [UPDATE] The Amin Azari Dataset is hard to open (.mat extension)
- [UPDATE] got other dataset in h5 extension, problem in opening

### Pros
- not hard to find job related to this?
- O-RAN related
### Cons
- Dataset

## Broadcast large file over LoRa

focusing LoRa for downlink broadcast. take advantage of LoRa broadcast nature.

### Use case
manage-free digital signage, usually use PC and currently using LTE/other connection for every spot.

![](https://i.imgur.com/pUMwZrX.jpg)

LoRa connectivity assume = 5Km
if distance beween devices +-1 km < 25 device
if distance beween devices +-100 m < 25 device

#### Pros for use case
- metric, we can record time
- manage-free if 
#### Cons for use case
- time
- reliability

other use case: long distance learning (video sharing) with no internet infrastructure 

### Pros
- fast prototype?
### Cons
- no use case
