November 2001
Throughput Maximization for CDMA \\
via Rate and Power Control \\
of Transceivers with Different Priorities
Throughput Maximization for CDMA
via Rate and Power Control
of Transceivers with Different Priorities
by V. Rodriguez and D. Goodman
{virgilio, dgoodman}@poly.edu
- Main problem: user-to-user interference
- Under ideal conditions, users should not interfere one another.
- A typical wireless channel is far from ideal.
Particular impairments are:
- Asynchronous transmission (lack of users coordination)
- Multi-path (several delayed replicas of the transmitted signals are
received)
- These impairments lead to user-to-user interference
- ``Near-far problem'' is created: a sufficiently powerful interferer
could degrade the receiver's performance to an arbitrary degree
- Power control: of paramount importance because of above
- Typically sought: power level for each active user to optimize certain
measure of network performance
- Sought in this work: Both optimal power levels AND optimal data rates
- Throughput (successfully transmitted bits/per time unit) is a ``natural''
measure of network performance for data transmission
- Each user's contribution to the throughput is proportional to the
product its data rate by its frame success probability
- Bits may be weighted differently depending on the user's ``priority''
- Two key variables influence a transmitter frame-success probability:
- Processing gain (A channel-determined constant divided by the user's
data rate)
- Ratio of user's transmit power to the sum of the powers of other active
users
- We seek to find, for each user, an optimal power level AND an optimal
data rate (determined indirectly through an optimal processing gain)
- Preliminary results are available for a two-user situation under negligible
noise
- One user should always be allowed to transmit at the highest permissible
data rate (lowest permissible processing gain)
- This user's optimal power ratio is determined by solving certain meaningful
channel-determined equation
- This automatically determines the other user's optimal power-ratio
as well
- Other user's data rate is determined so that its signal-to-interference
ratio (product of its processing gain by its power ratio) equals a
channel-determined constant
- If maximum permissible transmit data rate is LOW enough, it becomes
optimal for both users to transmit at this highest rate. Optimal power
ratios are then determined by solving certain channel-determined equation
- Extending above results to an ``n-user'' situation appears feasible.
Some results have already been extended.
- Working paper is available
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On 29 Dec 2002, 01:13.