for sim_flag in range(sim_num):
print "with %d sources and %d nodes at the %d-th simulation..."%(source_num_per_lane*lane_num,\
relay_num_per_lane*lane_num, sim_flag)
reward_array_temp2 = []
residual_energy_array_temp2 = []
# do run
net_info = Net_info(lane_num, source_num_per_lane, relay_num_per_lane)
net_info.initialize_channel_parameters(assumption_flag="iid")
net_info.initialize_power_level(p_max, initial_energy)
scenario = Scenario(mobility, distribution, net_info, const,
lane_width, communication_delay, movement_delay,
total_sim_time)
scenario.initialization()
for epoch in range(epoch_num):
#print "adaptation at %d-th epoch..."%(epoch,)
scenario.adaptation()
scenario.update_position()
scenario.update()
#record results
for lane_pool in scenario.node_pool:
for node in lane_pool:
residual_energy_array_temp2.append(node.residual_energy)
for player in scenario.relayNodes:
reward_array_temp2.append(player.reward)
reward_array_temp.append(np.mean(reward_array_temp2))
reward_JFI_array_temp.append(JFI_func(reward_array_temp2))
residual_energy_array_temp.append(np.mean(residual_energy_array_temp2))
residual_energy_JFI_array_temp.append(
JFI_func(residual_energy_array_temp2))
net_info.initialize_power_level(p_max, initial_energy)
#%% initialize the simulation scenario
from scenario import Scenario
scenario = Scenario(mobility, distribution, net_info, const,
lane_width,
communication_delay,
movement_delay,
total_sim_time)
scenario.initialization()
#%% run the simulation
for epoch in range(epoch_num):
print "adaptation at %d-th epoch..."%(epoch,)
scenario.adaptation()
scenario.update_position()
scenario.update()
#%% record the normalized rewards received by each player in the Nash Equalibrium state
reward_results_NE = np.array([scenario.relayNodes[relayID].normalized_reward \
for relayID in range(scenario.net_info.RELAY_NUM)]):
#%% unilateral testing experiments
import copy
from DLbSoRS_Alg import unilateral_update
reward_results_DE = np.array([unilateral_update(copy.deepcopy(scenario), playerID) \
for playerID in range(scenario.net_info.RELAY_NUM)])
