With Wi-Fi, we obsess over maximum data
rates, MIMO radio chains, and bandwidth. But we seldom talk about the mechanism
that switches gears. Like cars, Wi-Fi devices have transmissions too. The transmission is called dynamic rate adaptation.
Rate adaptation is the function that determines
how and when to automatically change to a new data rate. When tuned
properly, a good adaptation algorithm finds the right data rate that delivers
peak AP output in current RF conditions, unstable as they are.
CHOOSING A RATE: Ethernet vs. Wi-Fi
On a wired Ethernet link, endpoints connect and auto-negotiate
the fastest mutually supported signaling rate. Because Ethernet link conditions
are static, the rate remains the same. Simple.
But with Wi-Fi, link conditions change more
often than HP changes CEOs. To find the best data rate in an undulating (we’ve been looking to use that word forever) sea of
unlicensed spectrum caused by mobile clients, transient devices, RF interference, temporary
networks, bursty traffic, etc., smart rate adaptation is essential and ongoing.
Instead of selecting the fastest
mutual speed, 802.11 stations attempt to find the best speed, based on a tradeoff of reliability and performance.
WHAT IS A DATA RATE?
The term data rate is used to indicate the speed of a wireless connection. Data
rates are determined by a number of variables, including modulation, coding,
channel bandwidth, and spatial streams.
process of changing the properties of a carrier wave to represent information
known as forward error correction, coding is the process of adding redundant
information bits to a data stream to improve reliability over unreliable
Modulation and coding schemes (MCS) have orders of
complexity. It’s important to understand that higher data rates are more efficient
than lower data rates, but they are also more “complex” and require better
With lower data rates, the modulation and coding mechanisms are
simplified, which makes them less efficient, but more reliable. Fundamentally, rate
adaptation is an unending adjustment to find the most efficient data rate with
an adequate level of reliability. This is especially true with 802.11n that adds a bunch more data rate choices.
The 802.11 specification introduces the term dynamic rate switching and acknowledges
the fundamental issue: with multiple data rates, there is a need to dynamically
adjust based on RF conditions. But, they don’t lend any help. So if you look at
ten different Wi-Fi companies, you’ll see ten different rate control
algorithms, some better than others.
Ruckus approaches rate selection with a unique
focus. Instead of using unreliable signal measurements to hope for the best data
rate, our rate selection algorithms are statistically optimized, which is our
engineer-chic way of saying that we adapt the data rate based on historical, statistical
models of known-to-be-good methods for each client.
Without the right algorithm, the optimal rate for any client is a
crapshoot. And when you’re guessing, the safest guess is to err on the side of
reliability, which sacrifices throughput and capacity. In common practice,
errors lead to data rate downshifts. Subsequent frames use lower data rates,
which occupy the medium for longer durations; thus they are more likely to
experience interference, leading to another rate downshift. Eventually,
throughput for that client tanks and network capacity suffers as a result. Click on the chart below to see why.
In other words, purely reactive algorithms are sub-optimal in their myopia. Math is the better way. Statistics tell us more about the implications of transient interference and long-term trends. Accordingly, we can adjust”or perhaps more importantly, not adjust”the data rate to optimize both for performance and capacity, based on previous experience.
Ruckus is also focused on thorough data rate validation. Because of our custom AP hardware and software, we test and test and test everything some more. One such monotonous test is for data rate performance. Believe it or not, we test every individual MCS rate at different ranges and conditions to ensure that our performance is a bulwark of reliability.
And this is no small feat with 802.11n MCS tables. The end result of this focused engineering and testing is stable connections.
Economy cars are everywhere. But if you want a racecar”at economy car price”you can get it. We obsess. We nitpick. We are anal retentive about the details. Yes, we have issues. But your Wi-Fi applications and users will thank us.