Simulating packet delay variation using step-target delay method
View Patent ↗A method and system for simulating packet delay variation (PDV) is disclosed. The delay-step method for simulating PDV determines a delay for each packet is a stream of packets generated at a regular interval. Delay target values are randomly selected based on a statistical distribution, such as a Gamma distribution, which models a desired PDV. Delay-steps are determined for each packet based on the delay target values. The delay-steps can be fixed or variable sized steps which are used to adjust the delay of sequential packets. Each of the packets is then transmitted with the delay determined for that packet.
1. A method for simulating packet delay variation (PDV) of a network, comprising:
receiving, by a PDV generator, a stream of packets, each packet generated at a regular interval by a packet generator;
determining, by the PDV generator, a delay for each packet based on a series of delay target values determined based on a uniform statistical distribution; and
transmitting, by the PDV generator, each packet over the network with the delay determined for that packet,
wherein said statistical distribution comprises two or more probability density functions.
2. The method of claim 1 , wherein said step of determining a delay for each packet comprises:
(a) selecting a random delay target value based on a probability density function (PDF) of said statistical distribution;
(b) adjusting the delay of sequential packets in said stream of packets by delay-steps determined based on the random delay target value, until the delay of a packet is equal to the random delay target value; and
(c) repeating steps (a) and (b) to determine a delay value for each packet in said stream of packets.
3. The method of claim 2 , wherein step (b) comprises for each of said sequential packets:
determining a difference between a current delay for the packet and the random delay target value;
if the difference between the current delay for the packet and the random delay target value is negative, adjusting the current delay for the packet by a delay-step determined as a uniformly distributed value between 0 and a maximum step size; and
if the difference between the current delay for the packet and the random delay target value is positive, adjusting the current delay for the packet by a delay-step determined as a uniformly distributed value between a minimum step size and 0.
4. The method of claim 2 , wherein step (b) comprises for each of said sequential packets:
determining a difference between a current delay for the packet and the random delay target value;
if the difference between the current delay for the packet and the random delay target value is negative, adjusting the current delay for the packet by a fixed positive delay-step; and
if the difference between the current delay for the packet and the random delay target value is positive, adjusting the current delay for the packet by a fixed negative delay-step.
5. The method of claim 4 , wherein step (b) further comprises for each of said sequential packets:
if adjusting the current delay for the packet by the fixed positive delay-step or the fixed negative delay-step overshoots the random delay target value, adjusting the current delay for the packet to be equal to the random delay target value.
6. The method of claim 1 , wherein said statistical distribution is a probability density function modeling a PDV of a packet based network.
7. The method of claim 1 , wherein said statistical distribution is a Gamma distribution.
8. The method of claim 1 , wherein parameters of said statistical distribution are selected by a user.
9. A system for simulating packet delay variation (PDV) of a network, comprising:
means for generating a stream of packets such that each packet is generated at a regular interval;
means for determining a delay for each packet based on a series of delay target values determined based on a uniform statistical distribution; and
means for transmitting each packet over the network with the delay determined for that packet,
wherein said statistical distribution comprises two or more probability density functions.
10. The system of claim 9 , further comprising:
means for receiving each packet transmitted with the delay determined for that packet; and
means for analyzing PDV based on the delay of each packet.
11. The system of claim 9 , wherein said means for determining a delay for each packet comprises:
means for selecting a random delay target value based on a probability density function (PDF) of said statistical distribution; and
means for adjusting the delay of sequential packets in said stream of packets by delay-steps determined based on the random delay target value, until the delay of a packet is equal to the random delay target value.
12. The system of claim 11 , wherein said means for adjusting comprises:
means for determining a difference between a current delay for a packet and the random delay target value; and
means for adjusting the current delay of the packet by a delay-step determined as a uniformly distributed value between a minimum step size and a maximum step size based on the difference between the current delay for the packet and the random delay target value.
13. The system of claim 11 , wherein said means for adjusting comprises:
means for determining a difference between a current delay for a packet and the random delay target value; and
means for adjusting the current delay of the packet by one of a fixed positive delay-step and a fixed negative delay-step based on the difference between the current delay for the packet and the random delay target value.
14. The system of claim 9 , wherein said statistical distribution is a Gamma distribution.
15. The system of claim 9 , further comprising:
means for receiving user inputs defining parameters of said statistical distribution.
16. A non-transitory computer readable medium storing computer executable instructions for simulating packet delay variation (PDV) of a network, said computer executable instructions defining steps comprising:
receiving a stream of packets, each packet generated at a regular interval by a packet generator;
determining a delay for each packet based on a series of delay target values determined based on a uniform statistical distribution; and
transmitting each packet over the network with the delay determined for that packet,
wherein said statistical distribution comprises two or more probability density functions.
17. The non-transitory computer readable medium of claim 16 , wherein the computer executable instructions defining the step of determining a delay for each packet comprise computer executable instructions defining the steps of:
(a) selecting a random delay target value based on a probability density function (PDF) of said statistical distribution;
(b) adjusting the delay of sequential packets in said stream of packets by delay-steps determined based on the random delay target value, until the delay of a packet is equal to the random delay target value; and
(c) repeating steps (a) and (b) to determine a delay value for each packet in said stream of packets.
18. The non-transitory computer readable medium of claim 17 , wherein the computer executable instructions defining step (b) comprise computer executable instructions defining the following steps for each of said sequential packets:
determining a difference between a current delay for the packet and the random delay target value;
if the difference between the current delay for the packet and the random delay target value is negative, adjusting the current delay for the packet by a delay-step determined as a uniformly distributed value between 0 and a maximum step size; and
if the difference between the current delay for the packet and the random delay target value is positive, adjusting the current delay for the packet by a delay-step determined as a uniformly distributed value between a minimum step size and 0.
19. The non-transitory computer readable medium of claim 17 , wherein the computer executable instructions defining step (b) comprise computer executable instructions defining the following steps for each of said sequential packets:
determining a difference between a current delay for the packet and the random delay target value;
if the difference between the current delay for the packet and the random delay target value is negative, adjusting the current delay for the packet by a fixed positive delay-step; and
if the difference between the current delay for the packet and the random delay target value is positive, adjusting the current delay for the packet by a fixed negative delay-step.
20. The non-transitory computer readable medium of claim 19 , wherein the computer executable instructions defining step (b) further comprise computer executable instructions defining the following step for each of said sequential packets:
if adjusting the current delay for the packet by the fixed positive delay-step or the fixed negative delay-step overshoots the random delay target value, adjusting the current delay for the packet to be equal to the random delay target value.
21. The non-transitory computer readable medium of claim 16 , wherein said statistical distribution is a Gamma distribution.
22. The non-transitory computer readable medium of claim 16 , further comprising computer executable instructions defining the steps of:
receiving each packet transmitted with the delay determined for that packet; and
analyzing PDV based on the delay of each packet.