How to multiply 2 Binary Numbers? Suppose I have two regular numbers $a$ and $b$ in base $10$ like this: (where $N$ is even)
$$a=a_{\frac N2}a_{\frac N2-1}\ldots a_1,\qquad b=b_{\frac N2}b_{\frac N2-1}\ldots b_1$$
So the result of their multiplication is:
$$a\cdot b=a_{\frac N2}a_{\frac N2-1}\ldots a\cdot b_{\frac N2}b_{\frac N2-1}\ldots b_1=\sum_{i=1}^{\frac N2}\sum_{j=1}^{\frac N2}(a_ib_j)10^{i+j-2}$$

Now suppose $a=a_Na_{N-1}...a_1$ and $b=b_Nb_{N-1}...b_1$ are (unsigned) binary numbers, such that each digit is actually 16 bits by its own. For example: $a_1$ can be: $1111010101000000$
So if $a$ has $N$ digits it's actually: $16N$ long binary number.
Given this fact how can I multiply them in a similar way to what is shown above?
Why I need this?
I want to multiply big numbers using the fact that I know only to multiply 16 bits binary numbers.

Small But Different Example:
if $a_M, b_M, a_L, b_L$ are all 16 bits binary numbers then I could use this fact to multiply 32 bits numbers like this:
In base $10$, the digit $a_1$ can take values from $0$ to $9$. Any numbers higher than that can only displayed if you also use $a_2$.
In your setting, $a_1$ can take values from $0$ to $65535$ (which is $1111111111111111$ in binary). Any numbers higher than that can only displayed if you also use $a_2$.
So, in summary, we should consider base $65536$ (instead of base $10$).
The formula becomes
$$a\cdot b=a_{\frac N2}a_{\frac N2-1}\ldots a\cdot b_{\frac N2}b_{\frac N2-1}\ldots b_1=\sum_{i=1}^{\frac N2}\sum_{j=1}^{\frac N2}(a_ib_j)65536^{i+j-2},$$
where instead of $65536^{i+j-2}$
we can also write $(2^{16})^{i+j-2}$, which is the same as $2^{16 (i+j-2)}$.
The number $16 (i+j-2)$ in the exponent of the last expressions
is the number of bits that you need to shift by. to do (because if you multiply by $2^k$ this corresponds to a shift by $k$ bits).
Replace $10$ by the base $b$,
either 2 or 16 or whatever to get
$a\cdot b=a_{\frac N2}a_{\frac N2-1}\ldots a\cdot b_{\frac N2}b_{\frac N2-1}\ldots b_1=\sum_{i=1}^{\frac N2}\sum_{j=1}^{\frac N2}(a_ib_j)b^{i+j-2}
$.
If $b=2$,
$b^{i+j-2}$ does
$i+j-2$ left shifts.
If $b=16$,
$b^{i+j-2}$ does
$4(i+j-2)$ left shifts.