Data collection
1 Preparation
Two lidars
Two GPS: one install on the car, the other install on the intersection
Ladder
Two power source
Tools
Iron box to hold the lidar
Trolly, as table
Power outlet
2 Prerequisites
Time:
Dec. 09
Friday morning
People:
Zhaoliang
Xu Han
TODO:
Rack installed on the car
Lidar and GPS installed on the car
3 Experiment plan
Note
Exp1 and Exp2 are mandatory, Exp3 and Exp4 are optional since they can be done offline as well.
Experiment 1
Time:
Dec. 13
9:00 AM - 9:00 PM
TODO:
For each laptop, we need to record their own rosbag.
Run roscore on laptop1 and laptop2 separately and redo the first TODO.
Each lidar needs to connect with GPS and synchronized.
Goal:
To mimic that we are running data on each laptop separately.
Find out how big is the data in rosbag, according to previous, the total rosbag is about 13.3GB/ 63s
Test the limitation of our power source
Scenarios:
Morning / Afternoon / Night
Each rosbag is about 1 min
Test rosbag is about 20s, conduct at least 3 test rosbag to verify everything works.
For each scenarios, collect at least 3 set of data, 3 mins in between.
Actions:
Record rosbag on each laptop at the same time, requires two people
Record the start time of power source (connected to both Lidar and GPS)
Experiment 2
Time:
Same as exp 1
TODO:
Collect some test data to adjust the tf parameters.
Record the mapping overall rosbag on laptop1
Also record unmapping rosbag on laptop2 as comparison data
As a comparison, record the mapping overall rosbag on laptop2 and unmapping rosbag on laptop 1
Record mapping on both laptop1 and laptop2
Goal:
To have a view of combined early fusion map.
Verify the difference between different data through put
Actions:
Run ucla_mapping to fix the tf between two lidars.
Experiment 3
Time:
Dec. 14 and Dec. 15
9 AM - 9 PM
TODO:
Setup the detection algorithm on at least one laptop
Use online detection algorithm to detect the rosbag on both laptop1 and laptop2 separately.
Goal:
Verify the online detection algorithm
Verify the difference between different data throughput
Actions:
Run online 3D detection algorithm on laptop1
Experiment 4
Time:
Dec. 14 and Dec. 15
9 AM - 9 PM
TODO:
Late fusion on combined map
Goal:
Prototype verification
Verify the late fusion whole pipeline.