Google AI had a lot to say about this.
==============================
Combining OFDM and RAKE receivers in wireless communication systems
Orthogonal Frequency Division Multiplexing (OFDM) and RAKE receivers are
two distinct techniques for addressing multipath fading in wireless
communication. While they approach the problem differently, they can be
combined in certain scenarios to enhance performance.
1. Understanding OFDM and RAKE
OFDM: Divides a high-speed data stream into multiple lower-speed data
streams, modulating each onto separate, orthogonal subcarriers. These
subcarriers are closely spaced but don't interfere because of their
orthogonality. OFDM is primarily used to combat intersymbol interference
(ISI) caused by multipath fading and simplify channel equalization by
moving it to the frequency domain.
RAKE Receiver: Primarily used in spread spectrum systems (like CDMA), a
RAKE receiver uses multiple "fingers" or correlators to identify and
combine delayed copies of the transmitted signal that arrive at the
receiver through different paths (multipath components). By combining
these components with appropriate weights, the RAKE receiver improves
the signal-to-noise ratio (SNR) and mitigates multipath fading effects.
2. Complementary strengths and potential synergy
OFDM handles multipath fading in the frequency domain, while RAKE
receivers operate in the time domain. Combining them can leverage their
complementary strengths, potentially resulting in better performance in
challenging multipath environments.
3. Potential benefits of combining them
Improved Interference Mitigation: OFDM-RAKE systems can potentially
combat interference more effectively by combining the frequency-domain
processing of OFDM with the time-domain multipath component combining of
RAKE receivers.
Enhanced Performance in Specific Scenarios: Combining beamforming and
RAKE reception can be particularly useful in non-line-of-sight (NLOS)
underwater acoustic communication to handle multipath interference from
long delay waves.
Optimizing Performance in OFDM-CDMA Systems: In OFDM-CDMA systems, which
combine OFDM with Code Division Multiple Access, RAKE receiver functions
can be integrated to further improve performance against multipath fading.
4. Considerations and potential challenges
OFDM's inherent multipath resistance: OFDM, with its cyclic prefix and
frequency-domain equalization, already provides a significant level of
resistance to multipath fading. In channels where the delay spread is
within the OFDM system's capabilities, adding a RAKE receiver might be
redundant and add unnecessary complexity.
Increased Complexity: Combining these techniques will inherently
increase the complexity of the receiver architecture, requiring
additional processing capabilities and potentially higher power consumption.
Potential Trade-offs: The potential benefits of combining these
techniques need to be carefully weighed against the increased
complexity, cost, and power consumption.
5. Applications
While not a standard combination in all OFDM systems, combining
RAKE-like functionalities or considering them for specific aspects like
channel estimation and combining can be beneficial in certain scenarios,
including:
Wireless Networks: In wireless networks, RAKE receivers could
potentially contribute to improving the system's performance, especially
in environments with weak signals and challenging multipath conditions.
High-Speed Data Transmission: RAKE receivers can be employed in
high-speed data transmission systems to minimize errors caused by
transmitting signals over long distances and through complex channels.
In summary, while OFDM already offers inherent resistance to multipath
fading, combining it with RAKE receiver principles can be advantageous
in specific scenarios to further enhance performance, particularly when
dealing with severe multipath, long delay spreads, or when optimizing
performance in OFDM-CDMA systems. However, careful consideration of the
potential benefits, increased complexity, and potential trade-offs is
crucial when deciding to combine these techniques.
==============================
bp
<part15sbs{at}gmail{dot}com>
On 7/10/2025 12:15 PM, Ken Hohhof wrote:
https://en.wikipedia.org/wiki/Rake_receiver
*From:*AF <[email protected]> *On Behalf Of *Adam Moffett
*Sent:* Thursday, July 10, 2025 1:53 PM
*To:* 'AnimalFarm Microwave Users Group' <[email protected]>
*Subject:* Re: [AFMUG] RAKE vs OFDM for multipath
RAKE is a new term for me. I don't know anything about it.
My experience with OFDM is that how well it works scales with power
consumption of the device, which in turn is dependent on its signal
processing capability. An 802.11 device does whatever the commodity
silicon does. An LTE base station needing hundreds of watts of power
can produce data out of almost nothing. WiMax produced middling
outcomes, and those base stations needed 30W-100W depending on vendor.
This is speculative, obviously, but it's based on what I saw with my
own eyeballs. I'd love to see something showing us SNR before and
after signal processing. If we did, I think the outcomes would track
with power consumption like I'm saying.
------------------------------------------------------------------------
*From:* AF <[email protected]> on behalf of Ken Hohhof
<[email protected]>
*Sent:* Thursday, July 10, 2025 2:15 PM
*To:* 'AnimalFarm Microwave Users Group' <[email protected]>
*Subject:* [AFMUG] RAKE vs OFDM for multipath
Any RF communication nerds here?
I have read that both OFDM and RAKE deal with multipath but are not
usually used together. How true is this? The company that begins with
T implies they implement a RAKE receiver but I haven’t heard them
explicitly use that term. Do they actually have multiple receivers
for each “finger” of the rake, at both base and remote node?
Myself, I don’t totally buy that OFDM deals with multipath in the way
claimed. Yes, the cyclic prefix is a trick to make a continuous
signal look cyclical so that DFT can do the work of FFT, and yes the
cyclic prefix needs to be long enough so that delayed multipath
reflections don’t invalidate that. But it doesn’t seem to process
each reflection separately and then add them back together. Maybe as
an armchair RF engineer I just don’t understand how it works, that’s
entirely possible.
I also can’t wrap my brain around how a RAKE receiver would separately
process multipath versions of the signal if they are identical but
exactly 180 degrees out of phase. If they cancel, they cancel, I
don’t see how you avoid a fade in that situation. But again, maybe I
just don’t understand.
But tl;dr does the T company use both OFDM and RAKE at BN and RN,
despite conventional wisdom that you don’t use both, and that RAKE is
mostly used with DSSS?
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