From 22d4b31c327b32767e7604765eb8498bba11d7db Mon Sep 17 00:00:00 2001
From: William Chen <billyskc@ucla.edu>
Date: Tue, 28 May 2019 19:29:52 -0700
Subject: [PATCH] added sim module for journal1

---
 CoLo-AT/UTIAS_d1.pdf                          | Bin 22254 -> 50754 bytes
 CoLo-AT/UTIAS_d2.pdf                          | Bin 48777 -> 48200 bytes
 CoLo-AT/UTIAS_d3.pdf                          | Bin 49284 -> 49662 bytes
 CoLo-AT/UTIAS_d4.pdf                          | Bin 48247 -> 48148 bytes
 CoLo-AT/UTIAS_d5.pdf                          | Bin 46995 -> 46841 bytes
 CoLo-AT/UTIAS_d6.pdf                          | Bin 52608 -> 53297 bytes
 CoLo-AT/UTIAS_d7.pdf                          | Bin 50615 -> 49915 bytes
 CoLo-AT/UTIAS_d8.pdf                          | Bin 50785 -> 52269 bytes
 .../__pycache__/data_analyzer.cpython-36.pyc  | Bin 6928 -> 6861 bytes
 CoLo-AT/data_analysis/data_analyzer.py        |   4 +-
 .../__pycache__/data_generator.cpython-36.pyc | Bin 0 -> 11708 bytes
 .../simulated_dataset_manager.cpython-36.pyc  | Bin 0 -> 6197 bytes
 ...simulated_dataset_manager_w.cpython-36.pyc | Bin 0 -> 6686 bytes
 .../simulated_dataset_manager_w.py            | 213 ++++++++++++++++++
 CoLo-AT/gs_ci_journal.py                      |   9 +
 CoLo-AT/gs_ci_journal_sim.py                  |  58 +++++
 CoLo-AT/j1_rw.py                              |   4 +-
 .../__pycache__/ekf_gs_ci2.cpython-36.pyc     | Bin 4175 -> 4287 bytes
 CoLo-AT/localization_algos/ekf_gs_ci2.py      |   9 +-
 .../__pycache__/sim_manager.cpython-36.pyc    | Bin 5292 -> 5293 bytes
 .../__pycache__/state_recorder.cpython-36.pyc | Bin 4760 -> 4684 bytes
 CoLo-AT/simulation_process/sim_manager.py     |  14 +-
 CoLo-AT/simulation_process/state_recorder.py  |   3 +-
 CoLo-AT/utias_datastes.pdf                    | Bin 0 -> 37067 bytes
 24 files changed, 303 insertions(+), 11 deletions(-)
 create mode 100644 CoLo-AT/dataset_manager/__pycache__/data_generator.cpython-36.pyc
 create mode 100644 CoLo-AT/dataset_manager/__pycache__/simulated_dataset_manager.cpython-36.pyc
 create mode 100644 CoLo-AT/dataset_manager/__pycache__/simulated_dataset_manager_w.cpython-36.pyc
 create mode 100755 CoLo-AT/dataset_manager/simulated_dataset_manager_w.py
 create mode 100644 CoLo-AT/gs_ci_journal_sim.py
 create mode 100644 CoLo-AT/utias_datastes.pdf

diff --git a/CoLo-AT/UTIAS_d1.pdf b/CoLo-AT/UTIAS_d1.pdf
index dc31ab18dfd28dca78b61bde9585002a34a01abf..bd9396c77c85c294222b8cd011c7d1a1d364fafd 100644
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diff --git a/CoLo-AT/UTIAS_d2.pdf b/CoLo-AT/UTIAS_d2.pdf
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diff --git a/CoLo-AT/UTIAS_d3.pdf b/CoLo-AT/UTIAS_d3.pdf
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diff --git a/CoLo-AT/UTIAS_d4.pdf b/CoLo-AT/UTIAS_d4.pdf
index 3bef22e44e8da8fbaa43ffa5e50eea00f59fd1ea..ec7bfc655cbdb39f07af45190447c99813e3bea2 100644
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diff --git a/CoLo-AT/UTIAS_d5.pdf b/CoLo-AT/UTIAS_d5.pdf
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diff --git a/CoLo-AT/UTIAS_d6.pdf b/CoLo-AT/UTIAS_d6.pdf
index e743fd2d1e2c28a2c2d2831113bdf1159f9e9958..7c61a9ffe45bb01418f73480d4d5c783b1392b11 100644
GIT binary patch
delta 41348
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diff --git a/CoLo-AT/UTIAS_d8.pdf b/CoLo-AT/UTIAS_d8.pdf
index f61e5badf3b7670a5a70a8a571d10067ba21b758..2fbc6e7cc5bb3a67888bb0cd5f5559c3d1d20224 100644
GIT binary patch
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diff --git a/CoLo-AT/data_analysis/__pycache__/data_analyzer.cpython-36.pyc b/CoLo-AT/data_analysis/__pycache__/data_analyzer.cpython-36.pyc
index 6ecd8a96d9e87cca6ae9fdbe0b0a55b9757dd3b1..ae53ffcb4e2b5018885bded3a62c28e30f410d13 100644
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diff --git a/CoLo-AT/data_analysis/data_analyzer.py b/CoLo-AT/data_analysis/data_analyzer.py
index b9707e7..30302e3 100644
--- a/CoLo-AT/data_analysis/data_analyzer.py
+++ b/CoLo-AT/data_analysis/data_analyzer.py
@@ -285,8 +285,8 @@ class Analyzer():
 		
 		plt.xlabel('x-axis[m]', fontsize = 22)
 		plt.ylabel('y-axis[m]', fontsize = 22) 
-		plt.xlim(-1.5, 1.5)
-		plt.ylim(-1.5, 1.5)
+		#plt.xlim(-10, 10)
+		#plt.ylim(-10, 10)
 		plt.legend(loc='center left', bbox_to_anchor=(1, 0.5))
 		plt.show()
 
diff --git a/CoLo-AT/dataset_manager/__pycache__/data_generator.cpython-36.pyc b/CoLo-AT/dataset_manager/__pycache__/data_generator.cpython-36.pyc
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diff --git a/CoLo-AT/dataset_manager/simulated_dataset_manager_w.py b/CoLo-AT/dataset_manager/simulated_dataset_manager_w.py
new file mode 100755
index 0000000..e7a30a5
--- /dev/null
+++ b/CoLo-AT/dataset_manager/simulated_dataset_manager_w.py
@@ -0,0 +1,213 @@
+# -*- coding: utf-8 -*-
+
+import numpy as np
+from numpy import random
+import sys
+from math import atan2, sqrt, pi
+import random
+from math import cos
+from math import sin
+import math
+import os.path
+'''
+sys.path.insert(0, '/Users/william/Documents/SLAM_Simulation/Simulation-Environment-for-Cooperative-Localization/functions/requests')
+import request_response
+'''
+
+def find_nearest_time_idx(l, value):
+    if len(l) != 0:
+        array = np.asarray(l)
+        idx = (np.abs(array-value)).argmin()
+        return idx
+    else:
+        return None
+
+
+def find_next_time_idx(array, start_idx, value):
+    i = start_idx
+    try:
+        array[i]
+    except IndexError:
+        i = -1
+        return i
+    while array[i] < value:
+        i = i+1
+        try:
+            array[i]
+        except IndexError:
+            i = -1
+            break
+    return i
+
+def linear_interpolation(end0, end1, x):
+    [x0, y0] = end0
+    [x1, y1] = end1
+    if x1 == x0:
+        y = y0
+    else:
+        y = y0+(x-x0)*(y1-y0)/(x1-x0)
+    return y
+
+class Sim_Dataset_Manager:
+    
+    def __init__(self, dataset_name):
+        self.name = dataset_name
+
+    def circular_path_4_robots(self, duration, op_freqs = [[10, 2, 2], [10, 2, 2], [10, 2, 2], [10, 2, 2]], lm_dict = {6:[0,0]}):
+        self.robot_lables = [1,2,3,4]
+        self.duration = duration
+        self.landmark_map = lm_dict
+        self.op_freqs = np.array(op_freqs) #['prop', 'lm_obser', 'rel_obser', 'comm'] for each robot
+        self.num_op = 3
+        self.op_time_interval = 1/  self.op_freqs
+
+        self.start_time = 0
+        self.starting_states = {}
+        self.starting_states[1] = [self.start_time, 1, 0, pi/2]
+        self.starting_states[2] = [self.start_time, 0, 1, pi]
+        self.starting_states[3] = [self.start_time, -1, 0, 3*pi/2]
+        self.starting_states[4] = [self.start_time, 0, -1, 2*pi]
+
+        self.num_robots = len(self.robot_lables)
+        self.measurement_data = [[] for i in range(self.num_robots)]
+        self.odometry_data = [[] for i in range(self.num_robots)]
+        self.groundtruth_data = [[] for i in range(self.num_robots)]
+        #noise 
+        self.noise_v = 0.0125
+        self.noise_range = 0.1
+        self.noise_bearing = 0.035
+         
+
+        print ('******** Initialization Completed ********')
+        print("self.start_time: ", self.start_time)
+        print("self.starting_states ", self.starting_states)
+
+        self.current_time = self.start_time
+
+        self.current_states = {}
+        for label in self.robot_lables:
+            self.current_states[label] = {'x': self.starting_states[label][1], 'y': self.starting_states[label][2], 'orientation': self.starting_states[label][3]} 
+
+        self.time_arr = np.zeros((self.num_robots, self.num_op))
+        self.dataset_data = {'odometry': self.odometry_data, 'measurement': self.measurement_data, 'groundtruth': self.groundtruth_data}
+        return self.start_time, self.starting_states, self.dataset_data, self.time_arr
+
+    def get_start_time(self):
+        return self.start_time
+
+    def get_starting_states(self):
+        return self.starting_states
+
+    def get_duration(self):
+        return self.duration
+
+    def get_landmark_map(self):
+        return self.landmark_map
+
+    def get_start_moving_times(self):
+        return np.full(self.num_robots, self.start_time)
+
+
+    def respond(self, req, current_time, need_specific_time = False):
+        message = req.get_message()
+        if need_specific_time:
+            valid_respond = False
+        else:
+
+            rbt_idx, op_idx = np.unravel_index(self.time_arr.argmin(), self.time_arr.shape)
+            req_time = self.time_arr[rbt_idx, op_idx]
+            message['robot_index'] = rbt_idx
+            message['time'] = req_time
+
+            robot_actual_state = self.current_states[self.robot_lables[rbt_idx]]
+            gt_x = robot_actual_state['x'] 
+            gt_y = robot_actual_state['y'] 
+            gt_orientation =  robot_actual_state['orientation']
+
+
+            if op_idx == 0: #propagation 
+                req_type = 'odometry'
+                actual_v = np.random.uniform(0.5) # between 0 to 0.5 m/s
+                input_v = actual_v + np.random.normal(0, self.noise_v)
+                actual_av = 0.1
+                delta_t = self.op_time_interval[rbt_idx, op_idx]
+                gt_x = gt_x + actual_v*delta_t*cos(gt_orientation)
+                gt_y = gt_y + actual_v*delta_t*sin(gt_orientation)
+                gt_orientation =  gt_orientation + actual_av*delta_t
+                
+                message['data'] = {'time':req_time, 'velocity': input_v, 'angular velocity': actual_av, 'orientation': gt_orientation, 'delta_t': delta_t}
+                valid_respond = True
+
+            elif op_idx == 1: # landmark observation 
+                req_type = 'measurement'
+                [lm_x, lm_y]= self.landmark_map[6]
+                delta_x = lm_x - gt_x
+                delta_y = lm_y - gt_y
+                meas_range = sqrt(delta_y**2+delta_x**2) + np.random.normal(0, self.noise_range)
+                bearing =  math.atan2(delta_y, delta_x) - gt_orientation + np.random.normal(0, self.noise_bearing)
+                message['data'] = {'time':req_time, 'subject_ID':6, 'measurment_range': meas_range, 'bearing':bearing}
+                valid_respond = True
+
+
+            elif op_idx == 2: # relative observation
+                req_type = 'measurement'
+                observed_label = self.robot_lables[(rbt_idx+1)%self.num_robots]
+                obser_x = self.current_states[observed_label]['x']
+                obser_y = self.current_states[observed_label]['y']
+                delta_x = obser_x - gt_x
+                delta_y = obser_y - gt_y
+                meas_range = sqrt(delta_y**2+delta_x**2) + np.random.normal(0, self.noise_range)
+                bearing =  math.atan2(delta_y, delta_x) - gt_orientation + np.random.normal(0, self.noise_bearing)
+                message['data'] = {'time':req_time, 'subject_ID': observed_label, 'measurment_range': meas_range, 'bearing':bearing}
+                valid_respond = True
+
+
+            message['groundtruth'] =  {'time':req_time, 'x_pos':gt_x, 'y_pos':gt_y, 'orientation':gt_orientation}
+            self.current_states[self.robot_lables[rbt_idx]] = {'x': gt_x, 'y': gt_y, 'orientation': gt_orientation} 
+            
+            req.set_message(message)
+            req.set_type(req_type)
+            
+
+            #time update
+            self.current_time = self.time_arr.min()
+            self.time_arr[rbt_idx, op_idx] += self.op_time_interval[rbt_idx, op_idx]
+
+
+        return valid_respond, self.current_time, req
+
+
+    def get_robot_groundtruth(self, gt_time, robot_index):
+        robot_actual_state = self.current_states[self.robot_lables[robot_index]]    
+        gt_x = robot_actual_state['x'] 
+        gt_y = robot_actual_state['y'] 
+        gt_orientation =  robot_actual_state['orientation']
+
+        return  {'time':self.current_time, 'x_pos':gt_x, 'y_pos':gt_y, 'orientation':gt_orientation}
+
+
+    def dataset_reset(self):
+        self.start_time = 0
+        self.starting_states = {}
+        self.starting_states[1] = [self.start_time, 0, 5, pi/2]
+        self.starting_states[2] = [self.start_time, 5, 0, pi]
+        self.starting_states[3] = [self.start_time, 0, -5, 3*pi/2]
+        self.starting_states[4] = [self.start_time, 0, 5, 2*pi]
+
+        self.num_robots = len(self.robot_lables)
+        self.measurement_data = [[] for i in range(self.num_robots)]
+        self.odometry_data = [[] for i in range(self.num_robots)]
+        self.groundtruth_data = [[] for i in range(self.num_robots)]
+
+        print ('******** Initialization Completed ********')
+        print("self.start_time: ", self.start_time)
+        print("self.starting_states ", self.starting_states)
+
+        self.current_time = self.start_time
+
+        self.current_states = {}
+        for label in self.robot_lables:
+            self.current_states[label] = {'x': self.starting_states[label][1], 'y': self.starting_states[label][2], 'orientation': self.starting_states[label][3]} 
+
+        self.time_arr = np.zeros(self.num_robots, self.num_op)
+        return self.start_time, self.starting_states, self.dataset_data, self.time_arr
\ No newline at end of file
diff --git a/CoLo-AT/gs_ci_journal.py b/CoLo-AT/gs_ci_journal.py
index 3a07078..f855f96 100644
--- a/CoLo-AT/gs_ci_journal.py
+++ b/CoLo-AT/gs_ci_journal.py
@@ -10,6 +10,7 @@ import os, sys
 import getpass
 sys.path.append(os.path.join(os.path.dirname(__file__), "."))
 from dataset_manager.realworld_dataset_manager import RW_Dataset_Manager
+from dataset_manager.simulated_dataset_manager import Sim_Dataset_Manager
 from simulation_process.sim_manager import  SimulationManager
 from robots.robot_system import RobotSystem
 from simulation_process.state_recorder import StatesRecorder
@@ -21,6 +22,14 @@ sys.path.append(os.path.join(os.path.dirname(__file__), "localization_algos"))
 from ekf_gs_ci2 import EKF_GS_CI2
 from gs_ci_bound import GS_CI_Bound
 
+
+
+
+
+##############################################################################
+
+
+
 # dataset_path = "/Users/shengkangchen/Documents/CoLo/CoLo-D/CoLo-Datasets/official_dataset3/"
 dataset_path = "/home/william/CoLo/CoLo-D/CoLo-Datasets/official_dataset1/" # for desktop Ubuntu
 
diff --git a/CoLo-AT/gs_ci_journal_sim.py b/CoLo-AT/gs_ci_journal_sim.py
new file mode 100644
index 0000000..32d081d
--- /dev/null
+++ b/CoLo-AT/gs_ci_journal_sim.py
@@ -0,0 +1,58 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+"""
+Created on Sun Apr  8 17:55:06 2018
+
+@author: william
+"""
+
+import os, sys
+import getpass
+sys.path.append(os.path.join(os.path.dirname(__file__), "."))
+from dataset_manager.simulated_dataset_manager_w import Sim_Dataset_Manager
+from simulation_process.sim_manager import  SimulationManager
+from robots.robot_system import RobotSystem
+from simulation_process.state_recorder import StatesRecorder
+from data_analysis.data_analyzer import Analyzer
+from data_analysis.realtime_plot import animate_plot
+
+# load algorithms 
+sys.path.append(os.path.join(os.path.dirname(__file__), "localization_algos"))
+from ekf_gs_ci2 import EKF_GS_CI2
+from gs_ci_bound import GS_CI_Bound
+
+
+##############################################################################
+duration = 60
+robot_labels = [1,2,3,4]
+testing_dataset = Sim_Dataset_Manager('testing')
+start_time, starting_states, dataset_data, time_arr = testing_dataset.circular_path_4_robots(duration)
+analyzer = Analyzer('analyzer', robot_labels)
+
+loc_algo = EKF_GS_CI2('algo')
+robot = RobotSystem('robot', robot_labels, loc_algo, distr_sys = True)
+sim = SimulationManager('sim gs_ci')
+state_recorder = StatesRecorder('gs_ci', robot_labels)
+
+sim.sim_process_native(robot_labels, testing_dataset, robot, state_recorder, simple_plot = False)
+
+loc_err_per_run, trace_per_run, t_arr = analyzer.calculate_loc_err_and_trace_state_variance_per_run(state_recorder, plot_graphs = True)
+
+analyzer.trajectory_plot(state_recorder)
+
+
+#animate_plot(robot_labels, state_recorder, analyzer, testing_dataset.get_landmark_map())
+'''
+##############################################################################
+
+testing_dataset.dataset_reset()
+loc_algo = GS_CI_Bound('algo')
+robot = RobotSystem('robot', robot_labels, loc_algo, distr_sys = True)
+
+sim = SimulationManager('sim gs_ci_bound')
+state_recorder_bound = StatesRecorder('gs_ci_bound', robot_labels, state_var_only = True)
+sim.sim_process_native(robot_labels, testing_dataset, robot, state_recorder_bound, simple_plot = False)
+loc_err_per_run, trace_per_run, t_arr = analyzer.calculate_loc_err_and_trace_state_variance_per_run(state_recorder_bound, plot_graphs = True)
+
+analyzer.algos_comparison([state_recorder, state_recorder_bound], only_trace = ['gs_ci_bound'])
+'''
\ No newline at end of file
diff --git a/CoLo-AT/j1_rw.py b/CoLo-AT/j1_rw.py
index 220bc51..4cdbb13 100644
--- a/CoLo-AT/j1_rw.py
+++ b/CoLo-AT/j1_rw.py
@@ -21,9 +21,9 @@ for i in [1, 2, 3, 4]:
 datasets_path = "/home/william/CoLo/CoLo-D/UTIAS-dataset/MRCLAM_Dataset" # for desktop Ubuntu
 
 robot_labels = [1,2,3,4,5]
-duration = 100 # duration for the simulation in sec
+duration = 600 # duration for the simulation in sec
 
-for i in range(1, 2):
+for i in range(1, 9):
     dataset_label = str(i)
     dataset_path = datasets_path + dataset_label + "/"
     graph_name = 'UTIAS_d'+dataset_label
diff --git a/CoLo-AT/localization_algos/__pycache__/ekf_gs_ci2.cpython-36.pyc b/CoLo-AT/localization_algos/__pycache__/ekf_gs_ci2.cpython-36.pyc
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diff --git a/CoLo-AT/localization_algos/ekf_gs_ci2.py b/CoLo-AT/localization_algos/ekf_gs_ci2.py
index 19d7cad..9fe960f 100644
--- a/CoLo-AT/localization_algos/ekf_gs_ci2.py
+++ b/CoLo-AT/localization_algos/ekf_gs_ci2.py
@@ -25,7 +25,9 @@ class EKF_GS_CI2(ekf_algo_framework):
 		[measurement_data, sensor_covariance] = sensor_data
 		sigma_odo = sensor_covariance
 
-		var_v = 0.1 # variance of the velocity
+		var_v = 0.5# variance of the velocity
+		exp_v = 0, # expected vecolcity for other robots 
+		
 		i = 2*index
 		num_robots = int(len(s)/2)
 		delta_t = measurement_data[0]
@@ -40,12 +42,15 @@ class EKF_GS_CI2(ekf_algo_framework):
 		s[i,0] = s[i,0] + cos(self_theta)*v*delta_t   #x
 		s[i+1,0] = s[i+1,0] + sin(self_theta)*v*delta_t #y
 
+
 		for j in range(num_robots):
 			jj = 2*j
 			if j==index:
 				#print(np.matmul(sigma_odo,rot_mtx(self_theta).getT()))
 				sigma_s[jj:jj+2, jj:jj+2] += delta_t*delta_t*rot_mtx(self_theta)*Q*rot_mtx(self_theta).getT()
 			else:
+				s[jj,0] = s[jj,0] + cos(orinetations[j])*v*delta_t   #x
+				s[jj+1,0] = s[jj+1,0] + sin(orinetations[j])*v*delta_t #y
 				sigma_s[jj:jj+2, jj:jj+2] += delta_t*delta_t*var_v*np.identity(2)
 
 		return [s, orinetations, sigma_s]
@@ -103,7 +108,6 @@ class EKF_GS_CI2(ekf_algo_framework):
 		phi = measurement_data[2]
 		j = obser_index * 2 
 
-		z = matrix([dis*cos(phi), dis*sin(phi)]).getT()
 
 		H_ij  = np.zeros((2,2*num_robots))
 		H_ij[0, i] = -1
@@ -118,6 +122,7 @@ class EKF_GS_CI2(ekf_algo_framework):
 		delta_x = s.item(j,0) - s.item(i,0)
 		delta_y = s.item(j+1,0) - s.item(i+1,0)
 		z_hat = rot_mtx(self_theta).getT()*(np.matrix([delta_x, delta_y]).getT())
+		z = matrix([dis*cos(phi), dis*sin(phi)]).getT()
 
 		sigma_ob[1,1] = sigma_ob[1,1]*dis*dis
 		sigma_z = rot_mtx(phi)*sigma_ob*rot_mtx(phi).getT()
diff --git a/CoLo-AT/simulation_process/__pycache__/sim_manager.cpython-36.pyc b/CoLo-AT/simulation_process/__pycache__/sim_manager.cpython-36.pyc
index 38a616d58716ef5379fc7ebcaac974579cb9ff5b..9269b36a4870d9616b209d71121adb18806b365c 100644
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diff --git a/CoLo-AT/simulation_process/__pycache__/state_recorder.cpython-36.pyc b/CoLo-AT/simulation_process/__pycache__/state_recorder.cpython-36.pyc
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diff --git a/CoLo-AT/simulation_process/sim_manager.py b/CoLo-AT/simulation_process/sim_manager.py
index a7a2a49..4945153 100644
--- a/CoLo-AT/simulation_process/sim_manager.py
+++ b/CoLo-AT/simulation_process/sim_manager.py
@@ -25,7 +25,7 @@ class SimulationManager():
 
 	def simulated_communication(self, receiver_status, sender_status):
 		max_range = 5 # in meters
-		threshold = 0.2
+		threshold = 0.02
 
 		[receiver_idx, receiver_gt] = receiver_status
 		[sender_idx, sender_gt] = sender_status
@@ -36,12 +36,17 @@ class SimulationManager():
 
 		mean = math.exp(-1.5*dis)
 		std = math.exp(-0.5*dis)
-
+		'''
 		if numpy.random.normal(mean, std) > threshold:
 			return True
 		else:
 			return False
+		'''
 
+		if np.random.randint(0,20) <=1:
+			return True
+		else:
+			return False
 	def allow_operation(self, rsp):
 		if rsp.get_type()=='measurement':
 			rbt_idx = rsp.get_robot_index()
@@ -83,10 +88,11 @@ class SimulationManager():
 			if self.time  < prev_time:
 				print('Time inconsistant!')
 				break
+			'''
 			if valid == False :
 				break 
-
-			if self.allow_operation(rsp):
+			'''
+			if self.allow_operation(rsp) and valid:
 				robot_state = robot_system.localization_update(rsp)
 				state_var.append(robot_state['state variance'])
 				state_recorder.record_state(rsp, robot_state)
diff --git a/CoLo-AT/simulation_process/state_recorder.py b/CoLo-AT/simulation_process/state_recorder.py
index 2e1d66a..97a6696 100644
--- a/CoLo-AT/simulation_process/state_recorder.py
+++ b/CoLo-AT/simulation_process/state_recorder.py
@@ -72,7 +72,7 @@ class StatesRecorder():
 			loc_err = sqrt((est_x_pos-gt_x_pos)*(est_x_pos-gt_x_pos)+(est_y_pos-gt_y_pos)*(est_y_pos-gt_y_pos))
 			recorded_dataline = [time, robot_label, est_x_pos, est_y_pos, trace_state_var, gt_x_pos, gt_y_pos, loc_err] 
 		
-
+		#warning (optional)
 		'''
 		if(trace_state_var<0):
 			print('TIME: ', time+self.start_time)
@@ -87,6 +87,7 @@ class StatesRecorder():
 		'''
 
 		#print(recorded_dataline)
+
 		self.data_in_time_order.append(recorded_dataline)
 		self.updata_type_in_time_order.append(updata_type)
 		self.recorded_data[robot_label].append(recorded_dataline)
diff --git a/CoLo-AT/utias_datastes.pdf b/CoLo-AT/utias_datastes.pdf
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HcmV?d00001

-- 
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